1 Packages

library(ggplot2)
library(dplyr)
library(tidyr)
library(kableExtra)
library(sads)
library(latexpdf)
library(igraph)
library(poweRlaw)
library(readr)

2 Suggested steps

Authors of refered bibliographies suggested the following steps to analyse dataset.

  1. Initial estimation of \(x_{min}\) and \(\alpha\), using the methods described in Section Fitting power laws to empirical data.

  2. Make a CDF (cumulative distribution function) with that.

  3. Kolgomorov-Smirnov test to determine minimum \(D\).

  4. Repeat steps 1-3 to scanning whole \((x_{min}, x_{max})\) range to identify \(x_{min}\) for which \(D\) is minimal.

  5. Investigate goodness of fit with bootstrapping, using the method described in Section Testing the power-law hypothesis.

  • Assign \(D_{min}\) to \(x_{min}\) which is \(D^{real}\).

  • Generate a data sequence of points with bootstrapping and determining \(D^{syntetic}\).

  • Determine \(P\) value of null hypothesis that claims the distribution is power-law.

  • If resulting P-value is greater than 0.05 (\(p\geq 0.05\)) than null hypothesis is true (that’s say, the power law is a plausible hypothesis for the data), otherwise it is rejected.

  1. Fitting real distribution
  • Choose \(k_{cut}\) and \(k_{sat}\) to optimal cut.

  • Estimate \(\alpha\) (scaling parameter).

  • Calculate \(D\) with Kolgomorov-Smirnov test.

  • Repeat steps 1-3 to determine real \(k_{cut}\) and \(k_{sat}\) for which \(D\) is minimal.

  1. Compare the power law with alternative hypotheses via a likelihood ratio test, as described in Section Alternative distributions.
  • For each alternative, if the calculated likelihood ratio is significantly different from zero, then its sign indicates whether the alternative is favored over the power-law model or not.

3 Our data

# Data Lecture
data <- read.csv("../data/authors_keyword_frequency.csv")
head(data)
##               Concepts Total
## 1           resilience   430
## 2       climate change   183
## 3        vulnerability   176
## 4    social resilience   112
## 5           adaptation   110
## 6 community resilience    83

4 Power Law Analysis

4.1 Table

word_count <- data %>%
  arrange(desc(Total)) %>%
  mutate(count = Total,
         proportion = round(count / sum(count), 2),
         relation = round(first(count) / count, 2),
         rank = row_number(),
  ) %>%
  relocate(rank, .before = Concepts)

df.word_count <- word_count %>% 
  select(rank, Concepts, Total, proportion, relation)

# Display the results in a table
df.word_count %>%
  kable(align = "lcc") %>% 
  kable_styling(latex_options = "HOLD_position") %>%
  kable_classic_2(full_width = FALSE)
rank Concepts Total proportion relation
1 resilience 430 0.03 1.00
2 climate change 183 0.01 2.35
3 vulnerability 176 0.01 2.44
4 social resilience 112 0.01 3.84
5 adaptation 110 0.01 3.91
6 community resilience 83 0.01 5.18
7 covid-19 72 0.01 5.97
8 adaptive capacity 68 0.01 6.32
9 sustainability 66 0.01 6.52
10 social capital 64 0.00 6.72
11 neoliberalism 62 0.00 6.94
12 urban resilience 61 0.00 7.05
13 migration 57 0.00 7.54
14 governance 52 0.00 8.27
15 disaster 44 0.00 9.77
16 disasters 41 0.00 10.49
17 community 38 0.00 11.32
18 development 36 0.00 11.94
19 gender 35 0.00 12.29
20 risk 34 0.00 12.65
21 social media 32 0.00 13.44
22 china 31 0.00 13.87
23 sustainable development 29 0.00 14.83
24 bangladesh 26 0.00 16.54
25 disaster risk reduction 26 0.00 16.54
26 social-ecological systems 25 0.00 17.20
27 natural hazards 23 0.00 18.70
28 livelihoods 23 0.00 18.70
29 natural disasters 22 0.00 19.55
30 poverty 22 0.00 19.55
31 flood 22 0.00 19.55
32 inequality 22 0.00 19.55
33 earthquake 21 0.00 20.48
34 urban planning 21 0.00 20.48
35 flooding 21 0.00 20.48
36 disaster resilience 21 0.00 20.48
37 social vulnerability 21 0.00 20.48
38 transformation 20 0.00 21.50
39 tourism 20 0.00 21.50
40 agency 20 0.00 21.50
41 climate change adaptation 20 0.00 21.50
42 disaster management 20 0.00 21.50
43 social networks 20 0.00 21.50
44 equity 19 0.00 22.63
45 fisheries 19 0.00 22.63
46 floods 19 0.00 22.63
47 covid-19 pandemic 19 0.00 22.63
48 urbanization 18 0.00 23.89
49 india 18 0.00 23.89
50 hazards 18 0.00 23.89
51 power 18 0.00 23.89
52 indicators 18 0.00 23.89
53 food security 17 0.00 25.29
54 crisis 17 0.00 25.29
55 place attachment 17 0.00 25.29
56 culture 17 0.00 25.29
57 identity 16 0.00 26.88
58 agriculture 16 0.00 26.88
59 recovery 16 0.00 26.88
60 risk perception 16 0.00 26.88
61 small-scale fisheries 16 0.00 26.88
62 institutions 16 0.00 26.88
63 planning 16 0.00 26.88
64 indonesia 15 0.00 28.67
65 australia 15 0.00 28.67
66 risk management 15 0.00 28.67
67 education 15 0.00 28.67
68 politics 14 0.00 30.71
69 security 14 0.00 30.71
70 participation 14 0.00 30.71
71 south africa 14 0.00 30.71
72 thailand 13 0.00 33.08
73 urban 13 0.00 33.08
74 community development 13 0.00 33.08
75 disaster recovery 13 0.00 33.08
76 uncertainty 13 0.00 33.08
77 policy 13 0.00 33.08
78 vietnam 12 0.00 35.83
79 singapore 12 0.00 35.83
80 disaster risk management 12 0.00 35.83
81 multiculturalism 12 0.00 35.83
82 canada 12 0.00 35.83
83 urban governance 12 0.00 35.83
84 livelihood resilience 12 0.00 35.83
85 livelihood 12 0.00 35.83
86 mitigation 12 0.00 35.83
87 urban agriculture 11 0.00 39.09
88 drought 11 0.00 39.09
89 scale 11 0.00 39.09
90 resilience assessment 11 0.00 39.09
91 fisheries management 11 0.00 39.09
92 refugees 11 0.00 39.09
93 terrorism 11 0.00 39.09
94 conservation 11 0.00 39.09
95 youth 11 0.00 39.09
96 africa 11 0.00 39.09
97 cities 11 0.00 39.09
98 climate adaptation 11 0.00 39.09
99 marine protected areas 11 0.00 39.09
100 mobility 11 0.00 39.09
101 ecosystem services 11 0.00 39.09
102 social work 11 0.00 39.09
103 gis 11 0.00 39.09
104 exposure 11 0.00 39.09
105 environment 10 0.00 43.00
106 conflict 10 0.00 43.00
107 tsunami 10 0.00 43.00
108 twitter 10 0.00 43.00
109 discourse 10 0.00 43.00
110 co-management 10 0.00 43.00
111 tanzania 10 0.00 43.00
112 welfare state 10 0.00 43.00
113 ghana 10 0.00 43.00
114 environmental change 10 0.00 43.00
115 romania 10 0.00 43.00
116 social-ecological system 10 0.00 43.00
117 emergency management 10 0.00 43.00
118 latin america 10 0.00 43.00
119 brazil 10 0.00 43.00
120 climate 10 0.00 43.00
121 spatial analysis 10 0.00 43.00
122 timor-leste 10 0.00 43.00
123 economic crisis 10 0.00 43.00
124 vulnerability assessment 10 0.00 43.00
125 ethnography 9 0.00 47.78
126 indigenous knowledge 9 0.00 47.78
127 trust 9 0.00 47.78
128 haiti 9 0.00 47.78
129 preparedness 9 0.00 47.78
130 remittances 9 0.00 47.78
131 iran 9 0.00 47.78
132 informal settlements 9 0.00 47.78
133 mexico 9 0.00 47.78
134 coping strategies 9 0.00 47.78
135 social protection 9 0.00 47.78
136 political ecology 9 0.00 47.78
137 coastal communities 9 0.00 47.78
138 perception 9 0.00 47.78
139 leadership 9 0.00 47.78
140 ngos 9 0.00 47.78
141 nepal 9 0.00 47.78
142 sustainable development goals 9 0.00 47.78
143 perceptions 9 0.00 47.78
144 resistance 9 0.00 47.78
145 rural areas 9 0.00 47.78
146 sri lanka 9 0.00 47.78
147 community engagement 8 0.00 53.75
148 management 8 0.00 53.75
149 economic development 8 0.00 53.75
150 italy 8 0.00 53.75
151 europe 8 0.00 53.75
152 integration 8 0.00 53.75
153 crisis management 8 0.00 53.75
154 chile 8 0.00 53.75
155 knowledge 8 0.00 53.75
156 decision-making 8 0.00 53.75
157 economic resilience 8 0.00 53.75
158 ethics 8 0.00 53.75
159 democracy 8 0.00 53.75
160 urban development 8 0.00 53.75
161 social-ecological resilience 8 0.00 53.75
162 civil society 8 0.00 53.75
163 fishing communities 8 0.00 53.75
164 qualitative research 8 0.00 53.75
165 israel 8 0.00 53.75
166 governmentality 8 0.00 53.75
167 social innovation 8 0.00 53.75
168 networks 8 0.00 53.75
169 kenya 8 0.00 53.75
170 natural disaster 8 0.00 53.75
171 corporate social responsibility 8 0.00 53.75
172 case study 8 0.00 53.75
173 hazard 8 0.00 53.75
174 urban sustainability 8 0.00 53.75
175 wellbeing 8 0.00 53.75
176 collective action 8 0.00 53.75
177 adaptability 8 0.00 53.75
178 pacific islands 8 0.00 53.75
179 flood risk management 8 0.00 53.75
180 social–ecological systems 8 0.00 53.75
181 communication 8 0.00 53.75
182 risk communication 8 0.00 53.75
183 urban poor 7 0.00 61.43
184 stewardship 7 0.00 61.43
185 resilience measurement 7 0.00 61.43
186 justice 7 0.00 61.43
187 indigenous 7 0.00 61.43
188 food systems 7 0.00 61.43
189 violence 7 0.00 61.43
190 european union 7 0.00 61.43
191 urbanisation 7 0.00 61.43
192 risk reduction 7 0.00 61.43
193 caribbean 7 0.00 61.43
194 papua new guinea 7 0.00 61.43
195 disaster risk reduction (drr) 7 0.00 61.43
196 urban vulnerability 7 0.00 61.43
197 government 7 0.00 61.43
198 philippines 7 0.00 61.43
199 spain 7 0.00 61.43
200 social justice 7 0.00 61.43
201 well-being 7 0.00 61.43
202 social learning 7 0.00 61.43
203 aquaculture 7 0.00 61.43
204 resettlement 7 0.00 61.43
205 sustainable cities 7 0.00 61.43
206 housing 7 0.00 61.43
207 infrastructure 7 0.00 61.43
208 climate variability 7 0.00 61.43
209 cambodia 7 0.00 61.43
210 fishing 7 0.00 61.43
211 place 7 0.00 61.43
212 pakistan 7 0.00 61.43
213 austerity 7 0.00 61.43
214 rural development 7 0.00 61.43
215 sustainable tourism 7 0.00 61.43
216 solidarity 7 0.00 61.43
217 communities 7 0.00 61.43
218 immigration 7 0.00 61.43
219 stigma 7 0.00 61.43
220 evaluation 7 0.00 61.43
221 disaster risk 7 0.00 61.43
222 rural 7 0.00 61.43
223 asia 7 0.00 61.43
224 citizenship 7 0.00 61.43
225 mixed methods 7 0.00 61.43
226 system dynamics 7 0.00 61.43
227 poland 7 0.00 61.43
228 nigeria 7 0.00 61.43
229 germany 6 0.00 71.67
230 adaptive co-management 6 0.00 71.67
231 unemployment 6 0.00 71.67
232 water scarcity 6 0.00 71.67
233 environmental governance 6 0.00 71.67
234 urban flood 6 0.00 71.67
235 learning 6 0.00 71.67
236 war 6 0.00 71.67
237 urban transformation 6 0.00 71.67
238 reconstruction 6 0.00 71.67
239 post-disaster recovery 6 0.00 71.67
240 social change 6 0.00 71.67
241 racism 6 0.00 71.67
242 lebanon 6 0.00 71.67
243 local government 6 0.00 71.67
244 spatial planning 6 0.00 71.67
245 inclusion 6 0.00 71.67
246 structural adjustment 6 0.00 71.67
247 dhaka 6 0.00 71.67
248 resilience indicators 6 0.00 71.67
249 sea level rise 6 0.00 71.67
250 employment 6 0.00 71.67
251 innovation 6 0.00 71.67
252 malaysia 6 0.00 71.67
253 urban poverty 6 0.00 71.67
254 social network analysis 6 0.00 71.67
255 new zealand 6 0.00 71.67
256 emotions 6 0.00 71.67
257 peacebuilding 6 0.00 71.67
258 framework 6 0.00 71.67
259 women 6 0.00 71.67
260 community participation 6 0.00 71.67
261 race 6 0.00 71.67
262 urban floods 6 0.00 71.67
263 precarity 6 0.00 71.67
264 developing countries 6 0.00 71.67
265 displacement 6 0.00 71.67
266 natural hazard 6 0.00 71.67
267 social cohesion 6 0.00 71.67
268 japan 6 0.00 71.67
269 stakeholder engagement 6 0.00 71.67
270 social science 6 0.00 71.67
271 coping 6 0.00 71.67
272 small islands 6 0.00 71.67
273 homelessness 6 0.00 71.67
274 access 6 0.00 71.67
275 sustainable livelihoods 6 0.00 71.67
276 social inclusion 6 0.00 71.67
277 capacity building 6 0.00 71.67
278 built environment 6 0.00 71.67
279 senegal 6 0.00 71.67
280 geographic information system 5 0.00 86.00
281 economic sociology 5 0.00 86.00
282 strategy 5 0.00 86.00
283 monitoring and evaluation 5 0.00 86.00
284 social support 5 0.00 86.00
285 trauma 5 0.00 86.00
286 pandemic 5 0.00 86.00
287 social policy 5 0.00 86.00
288 rural revitalization 5 0.00 86.00
289 rural communities 5 0.00 86.00
290 implementation 5 0.00 86.00
291 exclusion 5 0.00 86.00
292 natural resource management 5 0.00 86.00
293 sea-level rise 5 0.00 86.00
294 organizations 5 0.00 86.00
295 internal migration 5 0.00 86.00
296 malawi 5 0.00 86.00
297 household resilience 5 0.00 86.00
298 emotion 5 0.00 86.00
299 capability approach 5 0.00 86.00
300 human rights 5 0.00 86.00
301 intersectionality 5 0.00 86.00
302 social movements 5 0.00 86.00
303 design 5 0.00 86.00
304 social impact assessment 5 0.00 86.00
305 misinformation 5 0.00 86.00
306 iceland 5 0.00 86.00
307 organizational resilience 5 0.00 86.00
308 sense of place 5 0.00 86.00
309 cultural heritage 5 0.00 86.00
310 place identity 5 0.00 86.00
311 social sustainability 5 0.00 86.00
312 neo-liberalism 5 0.00 86.00
313 resiliency 5 0.00 86.00
314 state-building 5 0.00 86.00
315 insurance 5 0.00 86.00
316 methodology 5 0.00 86.00
317 protected areas 5 0.00 86.00
318 fishing community 5 0.00 86.00
319 adaptation strategies 5 0.00 86.00
320 bolivia 5 0.00 86.00
321 adaptive management 5 0.00 86.00
322 principal component analysis 5 0.00 86.00
323 informal settlement 5 0.00 86.00
324 extreme weather 5 0.00 86.00
325 urban regeneration 5 0.00 86.00
326 cluster analysis 5 0.00 86.00
327 adaptive governance 5 0.00 86.00
328 global south 5 0.00 86.00
329 new orleans 5 0.00 86.00
330 religion 5 0.00 86.00
331 quality of life 5 0.00 86.00
332 satisfaction 5 0.00 86.00
333 capitalism 5 0.00 86.00
334 environmental justice 5 0.00 86.00
335 disaster preparedness 5 0.00 86.00
336 flood risk 5 0.00 86.00
337 food system 5 0.00 86.00
338 collaboration 5 0.00 86.00
339 framing 5 0.00 86.00
340 urban design 5 0.00 86.00
341 values 5 0.00 86.00
342 hurricane katrina 5 0.00 86.00
343 risk assessment 5 0.00 86.00
344 cosmopolitanism 5 0.00 86.00
345 gentrification 5 0.00 86.00
346 post-disaster reconstruction 5 0.00 86.00
347 solomon islands 5 0.00 86.00
348 mainstreaming 5 0.00 86.00
349 time 5 0.00 86.00
350 participatory action research 5 0.00 86.00
351 co-creation 5 0.00 86.00
352 environmental policy 5 0.00 86.00
353 decentralization 5 0.00 86.00
354 index 5 0.00 86.00
355 narrative 5 0.00 86.00
356 biodiversity 5 0.00 86.00
357 accra 5 0.00 86.00
358 arctic 5 0.00 86.00
359 care 5 0.00 86.00
360 migration governance 5 0.00 86.00
361 vanuatu 5 0.00 86.00
362 nation-building 5 0.00 86.00
363 complexity 5 0.00 86.00
364 public participation 5 0.00 86.00
365 complex systems 5 0.00 86.00
366 civic engagement 5 0.00 86.00
367 value 5 0.00 86.00
368 translocality 5 0.00 86.00
369 diversity 5 0.00 86.00
370 resilient cities 4 0.00 107.50
371 smart city 4 0.00 107.50
372 boundaries 4 0.00 107.50
373 ibiza 4 0.00 107.50
374 machine learning 4 0.00 107.50
375 sydney 4 0.00 107.50
376 globalisation 4 0.00 107.50
377 cooperation 4 0.00 107.50
378 southeast asia 4 0.00 107.50
379 temporality 4 0.00 107.50
380 climate vulnerability 4 0.00 107.50
381 crisis communication 4 0.00 107.50
382 turkey 4 0.00 107.50
383 south asia 4 0.00 107.50
384 bourdieu 4 0.00 107.50
385 socio-ecological systems 4 0.00 107.50
386 nature 4 0.00 107.50
387 food sovereignty 4 0.00 107.50
388 social network 4 0.00 107.50
389 vulnerability index 4 0.00 107.50
390 urban farming 4 0.00 107.50
391 compliance 4 0.00 107.50
392 spatial autocorrelation 4 0.00 107.50
393 reciprocity 4 0.00 107.50
394 children 4 0.00 107.50
395 disaster governance 4 0.00 107.50
396 crisis response 4 0.00 107.50
397 artisanal fisheries 4 0.00 107.50
398 futures 4 0.00 107.50
399 immobility 4 0.00 107.50
400 countering violent extremism 4 0.00 107.50
401 landscape 4 0.00 107.50
402 influencing factors 4 0.00 107.50
403 nationalism 4 0.00 107.50
404 sensitivity 4 0.00 107.50
405 mining 4 0.00 107.50
406 global environmental change 4 0.00 107.50
407 hurricane 4 0.00 107.50
408 ukraine 4 0.00 107.50
409 water quality 4 0.00 107.50
410 stability 4 0.00 107.50
411 housing policy 4 0.00 107.50
412 peru 4 0.00 107.50
413 disaster response 4 0.00 107.50
414 boundary work 4 0.00 107.50
415 corruption 4 0.00 107.50
416 marine protected area 4 0.00 107.50
417 social response 4 0.00 107.50
418 household 4 0.00 107.50
419 uganda 4 0.00 107.50
420 labour migration 4 0.00 107.50
421 geodesign 4 0.00 107.50
422 flash flood 4 0.00 107.50
423 ideology 4 0.00 107.50
424 resilience planning 4 0.00 107.50
425 local knowledge 4 0.00 107.50
426 bric 4 0.00 107.50
427 cape town 4 0.00 107.50
428 denmark 4 0.00 107.50
429 pastoralism 4 0.00 107.50
430 law 4 0.00 107.50
431 brexit 4 0.00 107.50
432 social assessment 4 0.00 107.50
433 precariousness 4 0.00 107.50
434 narratives 4 0.00 107.50
435 flood vulnerability 4 0.00 107.50
436 small farms 4 0.00 107.50
437 qualitative comparative analysis 4 0.00 107.50
438 right to the city 4 0.00 107.50
439 humanitarianism 4 0.00 107.50
440 ecological resilience 4 0.00 107.50
441 indigenous people 4 0.00 107.50
442 climate policy 4 0.00 107.50
443 facebook 4 0.00 107.50
444 social mobility 4 0.00 107.50
445 complex adaptive systems 4 0.00 107.50
446 circular economy 4 0.00 107.50
447 systems thinking 4 0.00 107.50
448 social ecological systems 4 0.00 107.50
449 motivation 4 0.00 107.50
450 organic agriculture 4 0.00 107.50
451 local communities 4 0.00 107.50
452 crises 4 0.00 107.50
453 structural change 4 0.00 107.50
454 political economy 4 0.00 107.50
455 critical infrastructure 4 0.00 107.50
456 taiwan 4 0.00 107.50
457 water 4 0.00 107.50
458 chennai 4 0.00 107.50
459 coral reefs 4 0.00 107.50
460 resilience capacity 4 0.00 107.50
461 human dimension 4 0.00 107.50
462 risk analysis 4 0.00 107.50
463 self-organisation 4 0.00 107.50
464 united kingdom 4 0.00 107.50
465 alaska 4 0.00 107.50
466 capability 4 0.00 107.50
467 discourse analysis 4 0.00 107.50
468 coastal 4 0.00 107.50
469 great barrier reef 4 0.00 107.50
470 human capital 4 0.00 107.50
471 self-organization 4 0.00 107.50
472 anthropocene 4 0.00 107.50
473 composite index 4 0.00 107.50
474 environmental education 4 0.00 107.50
475 socio-ecological system 4 0.00 107.50
476 build back better 4 0.00 107.50
477 tehran 4 0.00 107.50
478 coping capacity 4 0.00 107.50
479 normativity 3 0.00 143.33
480 negotiation 3 0.00 143.33
481 urban space 3 0.00 143.33
482 border regions 3 0.00 143.33
483 interview 3 0.00 143.33
484 assimilation 3 0.00 143.33
485 regeneration 3 0.00 143.33
486 resilience evaluation 3 0.00 143.33
487 tourism sustainability 3 0.00 143.33
488 adoption 3 0.00 143.33
489 meritocracy 3 0.00 143.33
490 recognition 3 0.00 143.33
491 housing reconstruction 3 0.00 143.33
492 dominica 3 0.00 143.33
493 big data 3 0.00 143.33
494 finance 3 0.00 143.33
495 identity politics 3 0.00 143.33
496 urban areas 3 0.00 143.33
497 livelihood capitals 3 0.00 143.33
498 foresight 3 0.00 143.33
499 megacities 3 0.00 143.33
500 behaviour change 3 0.00 143.33
501 typhoon morakot 3 0.00 143.33
502 network analysis 3 0.00 143.33
503 sdgs 3 0.00 143.33
504 propensity score matching 3 0.00 143.33
505 spatial scales 3 0.00 143.33
506 fragility 3 0.00 143.33
507 public policy 3 0.00 143.33
508 pacific 3 0.00 143.33
509 institutional change 3 0.00 143.33
510 securitisation 3 0.00 143.33
511 myanmar 3 0.00 143.33
512 melanesia 3 0.00 143.33
513 100 resilient cities 3 0.00 143.33
514 path dependence 3 0.00 143.33
515 connectivity 3 0.00 143.33
516 welfare states 3 0.00 143.33
517 health 3 0.00 143.33
518 accessibility 3 0.00 143.33
519 local ecological knowledge 3 0.00 143.33
520 geospatial analysis 3 0.00 143.33
521 representation 3 0.00 143.33
522 flood disaster 3 0.00 143.33
523 adversity 3 0.00 143.33
524 sustainable communities 3 0.00 143.33
525 hong kong 3 0.00 143.33
526 lockdown 3 0.00 143.33
527 capabilities 3 0.00 143.33
528 human ecology 3 0.00 143.33
529 cyclone 3 0.00 143.33
530 environmental assessment 3 0.00 143.33
531 network governance 3 0.00 143.33
532 geoheritage 3 0.00 143.33
533 co-design 3 0.00 143.33
534 marine fisheries 3 0.00 143.33
535 kiribati 3 0.00 143.33
536 technological innovation 3 0.00 143.33
537 fishery 3 0.00 143.33
538 impact evaluation 3 0.00 143.33
539 media 3 0.00 143.33
540 municipalities 3 0.00 143.33
541 resilience strategies 3 0.00 143.33
542 biosecurity 3 0.00 143.33
543 socio-ecological system (ses) 3 0.00 143.33
544 climate-related disasters 3 0.00 143.33
545 disruption 3 0.00 143.33
546 integrated assessment 3 0.00 143.33
547 evolutionary economic geography 3 0.00 143.33
548 vulnerable populations 3 0.00 143.33
549 risks 3 0.00 143.33
550 social determinants of health 3 0.00 143.33
551 marine conservation 3 0.00 143.33
552 social entrepreneurship 3 0.00 143.33
553 mapping 3 0.00 143.33
554 green infrastructure 3 0.00 143.33
555 transnationalism 3 0.00 143.33
556 drivers 3 0.00 143.33
557 social inequality 3 0.00 143.33
558 informality 3 0.00 143.33
559 heritage 3 0.00 143.33
560 communities of practice 3 0.00 143.33
561 nature-based solutions 3 0.00 143.33
562 iraq 3 0.00 143.33
563 argentina 3 0.00 143.33
564 regional development 3 0.00 143.33
565 land use 3 0.00 143.33
566 adaptation planning 3 0.00 143.33
567 coronavirus 3 0.00 143.33
568 stable isotope 3 0.00 143.33
569 research methods 3 0.00 143.33
570 emergency 3 0.00 143.33
571 resilient city 3 0.00 143.33
572 volcano 3 0.00 143.33
573 q methodology 3 0.00 143.33
574 relocation 3 0.00 143.33
575 traditional knowledge 3 0.00 143.33
576 environmental migration 3 0.00 143.33
577 sub-saharan africa 3 0.00 143.33
578 national identity 3 0.00 143.33
579 adaptation to climate change 3 0.00 143.33
580 welfare 3 0.00 143.33
581 rule of law 3 0.00 143.33
582 urban gardening 3 0.00 143.33
583 critical race theory 3 0.00 143.33
584 tourism impacts 3 0.00 143.33
585 socio-ecological resilience 3 0.00 143.33
586 transformative capacity 3 0.00 143.33
587 social memory 3 0.00 143.33
588 syria 3 0.00 143.33
589 costa rica 3 0.00 143.33
590 financial crisis 3 0.00 143.33
591 subjectivity 3 0.00 143.33
592 urban renewal 3 0.00 143.33
593 systematic review 3 0.00 143.33
594 climate justice 3 0.00 143.33
595 dpsir 3 0.00 143.33
596 counter-terrorism 3 0.00 143.33
597 customary land tenure 3 0.00 143.33
598 collaborative governance 3 0.00 143.33
599 measurement 3 0.00 143.33
600 urban violence 3 0.00 143.33
601 panel data 3 0.00 143.33
602 farming 3 0.00 143.33
603 hiv/aids 3 0.00 143.33
604 guatemala 3 0.00 143.33
605 global 3 0.00 143.33
606 rural livelihoods 3 0.00 143.33
607 anti-racism 3 0.00 143.33
608 rural community 3 0.00 143.33
609 boundary objects 3 0.00 143.33
610 non-linearity 3 0.00 143.33
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1840 documentality 1 0.00 430.00
1841 flood groups 1 0.00 430.00
1842 flood adaptation 1 0.00 430.00
1843 adaptive capability of knowledge 1 0.00 430.00
1844 informal dwellers 1 0.00 430.00
1845 local food procurement 1 0.00 430.00
1846 contingency plans 1 0.00 430.00
1847 risk exposure 1 0.00 430.00
1848 historical trajectories 1 0.00 430.00
1849 vesuvio national park 1 0.00 430.00
1850 natural heritage 1 0.00 430.00
1851 two-stage programming 1 0.00 430.00
1852 system resilience 1 0.00 430.00
1853 resource allocation 1 0.00 430.00
1854 disruptive event 1 0.00 430.00
1855 slow city 1 0.00 430.00
1856 development strategies 1 0.00 430.00
1857 development process 1 0.00 430.00
1858 development approaches 1 0.00 430.00
1859 acceptability of slow city 1 0.00 430.00
1860 southwest china 1 0.00 430.00
1861 multi-hazards 1 0.00 430.00
1862 self-help initiatives 1 0.00 430.00
1863 riverbank settlements 1 0.00 430.00
1864 socio-economic resilience 1 0.00 430.00
1865 visual methods 1 0.00 430.00
1866 news framing 1 0.00 430.00
1867 mexican migrant 1 0.00 430.00
1868 lines of flight 1 0.00 430.00
1869 disaster mobility 1 0.00 430.00
1870 resilience processes and outcomes 1 0.00 430.00
1871 resilience capacities 1 0.00 430.00
1872 disaster resilience integrated framework for transformation (drift) 1 0.00 430.00
1873 tibetan plateau 1 0.00 430.00
1874 oyster cultivation 1 0.00 430.00
1875 food self-provisioning 1 0.00 430.00
1876 food entitlements 1 0.00 430.00
1877 photovoice 1 0.00 430.00
1878 collective traumatic event 1 0.00 430.00
1879 semantic analysis 1 0.00 430.00
1880 media analysis 1 0.00 430.00
1881 automatized text analysis 1 0.00 430.00
1882 queensland bananas 1 0.00 430.00
1883 pathogens 1 0.00 430.00
1884 panama tropical race 4 1 0.00 430.00
1885 panarchy complex system 1 0.00 430.00
1886 general resilience 1 0.00 430.00
1887 land exploitation 1 0.00 430.00
1888 municipal policy 1 0.00 430.00
1889 myopic equilibrium 1 0.00 430.00
1890 supply and demand 1 0.00 430.00
1891 immigrant 1 0.00 430.00
1892 household heterogeneity 1 0.00 430.00
1893 restoration strategy 1 0.00 430.00
1894 multilayer network 1 0.00 430.00
1895 infrastructure system 1 0.00 430.00
1896 infrastructure interdependence 1 0.00 430.00
1897 worldviews 1 0.00 430.00
1898 nonreligion 1 0.00 430.00
1899 spatial characteristics 1 0.00 430.00
1900 strategic complementarities 1 0.00 430.00
1901 daily life 1 0.00 430.00
1902 patron/client relationships 1 0.00 430.00
1903 oceania 1 0.00 430.00
1904 hopeful post-development 1 0.00 430.00
1905 coastal china 1 0.00 430.00
1906 maritime security 1 0.00 430.00
1907 local fishing communities 1 0.00 430.00
1908 collage making 1 0.00 430.00
1909 system evaluation 1 0.00 430.00
1910 social media alerts 1 0.00 430.00
1911 symbolic violence 1 0.00 430.00
1912 epistemology 1 0.00 430.00
1913 build-back-better 1 0.00 430.00
1914 wildfire adaptation 1 0.00 430.00
1915 vulnerability reduction 1 0.00 430.00
1916 coupled social-ecological models 1 0.00 430.00
1917 urban continuum 1 0.00 430.00
1918 temporal vulnerability 1 0.00 430.00
1919 self-censorship 1 0.00 430.00
1920 protest music 1 0.00 430.00
1921 dissent deficit 1 0.00 430.00
1922 anti–iraq war protest songs 1 0.00 430.00
1923 anti-war sentiment 1 0.00 430.00
1924 resilience measurements 1 0.00 430.00
1925 jacques rancière 1 0.00 430.00
1926 inclusive cities 1 0.00 430.00
1927 urgency 1 0.00 430.00
1928 seawall 1 0.00 430.00
1929 mass relocation 1 0.00 430.00
1930 mass migration 1 0.00 430.00
1931 global value chains 1 0.00 430.00
1932 electricity 1 0.00 430.00
1933 interdisciplinarity 1 0.00 430.00
1934 sociological thinking of resilience 1 0.00 430.00
1935 (hyper)commercialism 1 0.00 430.00
1936 keywords: 1 0.00 430.00
1937 social impacts & social resilience 1 0.00 430.00
1938 small island development states (sids) 1 0.00 430.00
1939 extreme climate event 1 0.00 430.00
1940 socio-technical sub-systems 1 0.00 430.00
1941 mitigation resources prioritization 1 0.00 430.00
1942 federated approach 1 0.00 430.00
1943 inclusive economy 1 0.00 430.00
1944 iep-site 1 0.00 430.00
1945 robust city 1 0.00 430.00
1946 social licence to operate 1 0.00 430.00
1947 salmon aquaculture 1 0.00 430.00
1948 newfoundland 1 0.00 430.00
1949 government regulation 1 0.00 430.00
1950 racial equity 1 0.00 430.00
1951 british columbia 1 0.00 430.00
1952 immigration policy 1 0.00 430.00
1953 port security 1 0.00 430.00
1954 frontline policing 1 0.00 430.00
1955 global health 1 0.00 430.00
1956 twenty-first century competencies 1 0.00 430.00
1957 moral education 1 0.00 430.00
1958 confucius 1 0.00 430.00
1959 colombia 1 0.00 430.00
1960 architects 1 0.00 430.00
1961 intergenerational communication 1 0.00 430.00
1962 frontier behaviour 1 0.00 430.00
1963 rural–urban migration 1 0.00 430.00
1964 gender relations 1 0.00 430.00
1965 north-west region of romania 1 0.00 430.00
1966 local economic development (led) 1 0.00 430.00
1967 rural fisheries 1 0.00 430.00
1968 diverse community economies 1 0.00 430.00
1969 bristol bay 1 0.00 430.00
1970 social remittances 1 0.00 430.00
1971 multi-sited research 1 0.00 430.00
1972 migration and development 1 0.00 430.00
1973 environmentality 1 0.00 430.00
1974 wargaming 1 0.00 430.00
1975 nato 1 0.00 430.00
1976 socio-economics 1 0.00 430.00
1977 preschool teachers 1 0.00 430.00
1978 blackout 1 0.00 430.00
1979 reaction in crisis 1 0.00 430.00
1980 scenario planning 1 0.00 430.00
1981 product quality 1 0.00 430.00
1982 crisis governance 1 0.00 430.00
1983 remittance 1 0.00 430.00
1984 instrumental variable 1 0.00 430.00
1985 food crises 1 0.00 430.00
1986 tugtupite 1 0.00 430.00
1987 rubies 1 0.00 430.00
1988 handicraft, (post)-colonialism 1 0.00 430.00
1989 willingness to pay more 1 0.00 430.00
1990 customer satisfaction 1 0.00 430.00
1991 society behavior 1 0.00 430.00
1992 customer retention 1 0.00 430.00
1993 business resillience 1 0.00 430.00
1994 terrorist 1 0.00 430.00
1995 rehabilitation 1 0.00 430.00
1996 police interviewing 1 0.00 430.00
1997 deradicalization 1 0.00 430.00
1998 livelihood vulnerability index 1 0.00 430.00
1999 hydro- meteorological hazards 1 0.00 430.00
2000 republic of sakha (yakutia) 1 0.00 430.00
2001 altruistic behaviors 1 0.00 430.00
2002 cultivation theory 1 0.00 430.00
2003 engaged scholarship 1 0.00 430.00
2004 community-based initiatives 1 0.00 430.00
2005 antiracist 1 0.00 430.00
2006 livelihood transitions 1 0.00 430.00
2007 adaptive preferences 1 0.00 430.00
2008 natural resources-environmental sociology 1 0.00 430.00
2009 south east queensland floods 1 0.00 430.00
2010 data analytics 1 0.00 430.00
2011 switching intention 1 0.00 430.00
2012 push-pull migration model 1 0.00 430.00
2013 revitalisation 1 0.00 430.00
2014 odisha 1 0.00 430.00
2015 millets 1 0.00 430.00
2016 community self-organisation 1 0.00 430.00
2017 community seed festivals 1 0.00 430.00
2018 food system outcomes 1 0.00 430.00
2019 food system actors 1 0.00 430.00
2020 food system activities 1 0.00 430.00
2021 spanish territorial model 1 0.00 430.00
2022 socioeconomic characteristics 1 0.00 430.00
2023 flourish 1 0.00 430.00
2024 disaster-relief housing 1 0.00 430.00
2025 great east japan earthquake and tsunami 1 0.00 430.00
2026 gender in crisis 1 0.00 430.00
2027 field analysis 1 0.00 430.00
2028 child and youth resilience 1 0.00 430.00
2029 temporal variation 1 0.00 430.00
2030 multilevel regression 1 0.00 430.00
2031 individual resilience 1 0.00 430.00
2032 hierarchy theory 1 0.00 430.00
2033 theory of access 1 0.00 430.00
2034 social stratification 1 0.00 430.00
2035 care taking roles 1 0.00 430.00
2036 arrival city 1 0.00 430.00
2037 systems thinking approach 1 0.00 430.00
2038 bam earthquake 1 0.00 430.00
2039 sustainable socio-economic development 1 0.00 430.00
2040 ordered weighted averaging 1 0.00 430.00
2041 aggregation 1 0.00 430.00
2042 translocal spaces 1 0.00 430.00
2043 migration management 1 0.00 430.00
2044 comparative approach 1 0.00 430.00
2045 rural-urban system 1 0.00 430.00
2046 critical policy discourse 1 0.00 430.00
2047 fear 1 0.00 430.00
2048 choreography 1 0.00 430.00
2049 ethical dilemma 1 0.00 430.00
2050 employee volunteer program 1 0.00 430.00
2051 employee productivity 1 0.00 430.00
2052 resource 1 0.00 430.00
2053 project anticipation 1 0.00 430.00
2054 nature-based solution 1 0.00 430.00
2055 environmental technological design 1 0.00 430.00
2056 forest history 1 0.00 430.00
2057 community forests 1 0.00 430.00
2058 transculturalism 1 0.00 430.00
2059 seafaring 1 0.00 430.00
2060 hybridization 1 0.00 430.00
2061 early bronze age 1 0.00 430.00
2062 cyclades 1 0.00 430.00
2063 mental models 1 0.00 430.00
2064 cultural consensus 1 0.00 430.00
2065 mobile phone 1 0.00 430.00
2066 mediatisation 1 0.00 430.00
2067 newspaper 1 0.00 430.00
2068 executive compensation 1 0.00 430.00
2069 demographic decline 1 0.00 430.00
2070 maramureș 1 0.00 430.00
2071 path creation 1 0.00 430.00
2072 change-making 1 0.00 430.00
2073 regions 1 0.00 430.00
2074 post-conflict development 1 0.00 430.00
2075 damascus 1 0.00 430.00
2076 new brunswick 1 0.00 430.00
2077 neoliberalization 1 0.00 430.00
2078 francophone minority community (fmc) 1 0.00 430.00
2079 francophone immigration 1 0.00 430.00
2080 geothermal energy 1 0.00 430.00
2081 critical literacy 1 0.00 430.00
2082 sukhothai flood 1 0.00 430.00
2083 flood hazard map 1 0.00 430.00
2084 flood emergency response plan 1 0.00 430.00
2085 sustainable grazing 1 0.00 430.00
2086 marginal landscapes 1 0.00 430.00
2087 land restoration 1 0.00 430.00
2088 islas malvinas 1 0.00 430.00
2089 trumpism 1 0.00 430.00
2090 indigenous studies 1 0.00 430.00
2091 rural economies 1 0.00 430.00
2092 rural-urban divides 1 0.00 430.00
2093 diaspora 1 0.00 430.00
2094 akram khan 1 0.00 430.00
2095 seismology 1 0.00 430.00
2096 sacrifice zone 1 0.00 430.00
2097 oil industry 1 0.00 430.00
2098 fisher 1 0.00 430.00
2099 multifunctionality 1 0.00 430.00
2100 living labs 1 0.00 430.00
2101 online social network 1 0.00 430.00
2102 early adopters 1 0.00 430.00
2103 marine hotspots 1 0.00 430.00
2104 adaptation framework 1 0.00 430.00
2105 temporal dynamics 1 0.00 430.00
2106 societies 1 0.00 430.00
2107 perturbations 1 0.00 430.00
2108 ecosystems 1 0.00 430.00
2109 signaling theory 1 0.00 430.00
2110 csr communication 1 0.00 430.00
2111 concept 1 0.00 430.00
2112 social-ecological system framework 1 0.00 430.00
2113 cultural studies 1 0.00 430.00
2114 transnational identities 1 0.00 430.00
2115 marriage migration 1 0.00 430.00
2116 delphi 1 0.00 430.00
2117 food/arts nexus 1 0.00 430.00
2118 ethnic conflicts 1 0.00 430.00
2119 comparative process tracing 1 0.00 430.00
2120 grassland bird conservation 1 0.00 430.00
2121 goals and objectives 1 0.00 430.00
2122 collaborative adaptive management 1 0.00 430.00
2123 integrative framework 1 0.00 430.00
2124 veneration 1 0.00 430.00
2125 timor 1 0.00 430.00
2126 stone archives 1 0.00 430.00
2127 fortification 1 0.00 430.00
2128 cultural landscapes 1 0.00 430.00
2129 ancestors 1 0.00 430.00
2130 homeland security 1 0.00 430.00
2131 bibliometric analysis 1 0.00 430.00
2132 portable x-ray fluorescence 1 0.00 430.00
2133 combustion metamorphism 1 0.00 430.00
2134 clinker, pyrometamorphism 1 0.00 430.00
2135 index development 1 0.00 430.00
2136 oyster aquaculture 1 0.00 430.00
2137 marine aquaculture 1 0.00 430.00
2138 subsistence agriculture 1 0.00 430.00
2139 mountains 1 0.00 430.00
2140 meshwork 1 0.00 430.00
2141 intergenerational wellbeing 1 0.00 430.00
2142 reserves 1 0.00 430.00
2143 policy practice gap 1 0.00 430.00
2144 translingualism 1 0.00 430.00
2145 philosophy of education 1 0.00 430.00
2146 multilingualism 1 0.00 430.00
2147 language education 1 0.00 430.00
2148 freire 1 0.00 430.00
2149 emancipation 1 0.00 430.00
2150 multiple belongings 1 0.00 430.00
2151 migratory trajectory 1 0.00 430.00
2152 compound identities 1 0.00 430.00
2153 shannon’s entropy 1 0.00 430.00
2154 copras methods 1 0.00 430.00
2155 ubuntu 1 0.00 430.00
2156 decoloniality 1 0.00 430.00
2157 african 1 0.00 430.00
2158 place meanings 1 0.00 430.00
2159 resource governance 1 0.00 430.00
2160 spirit ecologies 1 0.00 430.00
2161 gender inequality 1 0.00 430.00
2162 urban and spatial planning 1 0.00 430.00
2163 land abandonment 1 0.00 430.00
2164 labour shortage 1 0.00 430.00
2165 payments for ecosystem services 1 0.00 430.00
2166 governance and sustainability 1 0.00 430.00
2167 map 1 0.00 430.00
2168 crime prevention 1 0.00 430.00
2169 courts 1 0.00 430.00
2170 adaptation barriers 1 0.00 430.00
2171 smart urbanism 1 0.00 430.00
2172 cash outlay 1 0.00 430.00
2173 comparative urbanism 1 0.00 430.00
2174 regulation sources 1 0.00 430.00
2175 pistachio orchard 1 0.00 430.00
2176 behavior-based indicators 1 0.00 430.00
2177 remittance effect 1 0.00 430.00
2178 migration effect 1 0.00 430.00
2179 labor input 1 0.00 430.00
2180 forest investment 1 0.00 430.00
2181 statecraft 1 0.00 430.00
2182 welfare benefits 1 0.00 430.00
2183 biological terrorism 1 0.00 430.00
2184 social resilience framework 1 0.00 430.00
2185 territorial resilience 1 0.00 430.00
2186 mobility habits 1 0.00 430.00
2187 prisons 1 0.00 430.00
2188 prison officers 1 0.00 430.00
2189 nostalgia 1 0.00 430.00
2190 end of life 1 0.00 430.00
2191 dynamism 1 0.00 430.00
2192 attributes of sustainability 1 0.00 430.00
2193 attributes of resilience 1 0.00 430.00
2194 marginalisation 1 0.00 430.00
2195 community work 1 0.00 430.00
2196 city dwellers 1 0.00 430.00
2197 water rights trading 1 0.00 430.00
2198 market environmentalism 1 0.00 430.00
2199 bangalore 1 0.00 430.00
2200 toxicity 1 0.00 430.00
2201 state violence 1 0.00 430.00
2202 militarism 1 0.00 430.00
2203 accountability 1 0.00 430.00
2204 participatory decision making 1 0.00 430.00
2205 scorecard 1 0.00 430.00
2206 hilsa 1 0.00 430.00
2207 damyang slow city in south korea 1 0.00 430.00
2208 weibo 1 0.00 430.00
2209 topical evolution pattern 1 0.00 430.00
2210 temporal trends 1 0.00 430.00
2211 public health emergency 1 0.00 430.00
2212 microblog 1 0.00 430.00
2213 successful slow city implementation 1 0.00 430.00
2214 slow city determinants 1 0.00 430.00
2215 seferihisar slow city in turkey 1 0.00 430.00
2216 leader programme 1 0.00 430.00
2217 small-scale fishing communities 1 0.00 430.00
2218 enabling state 1 0.00 430.00
2219 spatial processing 1 0.00 430.00
2220 quantitative analysis 1 0.00 430.00
2221 low socio-economic (lse) 1 0.00 430.00
2222 socio-technical orders 1 0.00 430.00
2223 road-making 1 0.00 430.00
2224 digital surveillance 1 0.00 430.00
2225 democratisation 1 0.00 430.00
2226 temporal framework resilience 1 0.00 430.00
2227 quantitative research 1 0.00 430.00
2228 biological warfare 1 0.00 430.00
2229 online questionnaire 1 0.00 430.00
2230 self-orientation 1 0.00 430.00
2231 monsoon flood 1 0.00 430.00
2232 family orientation 1 0.00 430.00
2233 community reconstruction orientation 1 0.00 430.00
2234 self-assessment 1 0.00 430.00
2235 rural livelihood analysis 1 0.00 430.00
2236 lao pdr 1 0.00 430.00
2237 focus group discussions 1 0.00 430.00
2238 landscape fragmentation 1 0.00 430.00
2239 border region 1 0.00 430.00
2240 water geopolitics 1 0.00 430.00
2241 soft power 1 0.00 430.00
2242 hydropolitics 1 0.00 430.00
2243 urban knowledge 1 0.00 430.00
2244 urban crisis 1 0.00 430.00
2245 city learning 1 0.00 430.00
2246 neighborhoods 1 0.00 430.00
2247 measurements 1 0.00 430.00
2248 biological weapons 1 0.00 430.00
2249 lobster 1 0.00 430.00
2250 small-scale aquaculture 1 0.00 430.00
2251 community building 1 0.00 430.00
2252 nursing students 1 0.00 430.00
2253 disaster phases 1 0.00 430.00
2254 climate disaster 1 0.00 430.00
2255 subsidiarity 1 0.00 430.00
2256 spatial-temporal patterns 1 0.00 430.00
2257 social-ecological processes 1 0.00 430.00
2258 landscape-based sustainability 1 0.00 430.00
2259 human-environment systems 1 0.00 430.00
2260 peer caring behaviors 1 0.00 430.00
2261 caring perception 1 0.00 430.00
2262 machizukuri 1 0.00 430.00
2263 social aspects of resilience 1 0.00 430.00
2264 management programs 1 0.00 430.00
2265 conceptual framework 1 0.00 430.00
2266 biosecurity emergency response 1 0.00 430.00
2267 landless households 1 0.00 430.00
2268 land acquisition 1 0.00 430.00
2269 palestinian camp 1 0.00 430.00
2270 place-framing 1 0.00 430.00
2271 maternal citizenship 1 0.00 430.00
2272 marital citizenship 1 0.00 430.00
2273 affective regime 1 0.00 430.00
2274 sustainable community movement organisations 1 0.00 430.00
2275 spatial data 1 0.00 430.00
2276 geographical vulnerability 1 0.00 430.00
2277 translocal support networks 1 0.00 430.00
2278 social network analysis (sna) 1 0.00 430.00
2279 northeast thailand 1 0.00 430.00
2280 exchange of environmental knowledge and expertise 1 0.00 430.00
2281 collaborative science and learning 1 0.00 430.00
2282 coastal regions 1 0.00 430.00
2283 chesapeake bay 1 0.00 430.00
2284 top down institutions 1 0.00 430.00
2285 tobit regression analysis 1 0.00 430.00
2286 disaster coordination 1 0.00 430.00
2287 case studies 1 0.00 430.00
2288 bottom up culture 1 0.00 430.00
2289 critical infrastructures 1 0.00 430.00
2290 qualitative longitudinal 1 0.00 430.00
2291 biographical method 1 0.00 430.00
2292 religionalization 1 0.00 430.00
2293 neo-conservatism 1 0.00 430.00
2294 political consumerism 1 0.00 430.00
2295 applied thermal engineering 1 0.00 430.00
2296 immigrant motherhood 1 0.00 430.00
2297 architectural eco-conception 1 0.00 430.00
2298 rankings 1 0.00 430.00
2299 organisations 1 0.00 430.00
2300 measures 1 0.00 430.00
2301 hospitals 1 0.00 430.00
2302 zero tolerance policies 1 0.00 430.00
2303 war on drugs 1 0.00 430.00
2304 punishment 1 0.00 430.00
2305 post-neoliberal regimes 1 0.00 430.00
2306 penal populism 1 0.00 430.00
2307 neoliberal regimes 1 0.00 430.00
2308 law and order 1 0.00 430.00
2309 crime control fields 1 0.00 430.00
2310 citizen security 1 0.00 430.00
2311 thermodynamic optimization 1 0.00 430.00
2312 heat transfer 1 0.00 430.00
2313 constructal law 1 0.00 430.00
2314 building physics 1 0.00 430.00
2315 bioclimatic design 1 0.00 430.00
2316 architecture 1 0.00 430.00
2317 cultural hegemony 1 0.00 430.00
2318 corporate domination 1 0.00 430.00
2319 chronic disease 1 0.00 430.00
2320 subjective measures 1 0.00 430.00
2321 coping cost 1 0.00 430.00
2322 policy and practice 1 0.00 430.00
2323 welfare deservingness 1 0.00 430.00
2324 n-va 1 0.00 430.00
2325 flanders 1 0.00 430.00
2326 us gulf coast 1 0.00 430.00
2327 crisis lifecycle 1 0.00 430.00
2328 channel preferences 1 0.00 430.00
2329 polivocaility 1 0.00 430.00
2330 inter-media connectivity 1 0.00 430.00
2331 discursive practice of news 1 0.00 430.00
2332 22 july 2011 1 0.00 430.00
2333 decision-support tool 1 0.00 430.00
2334 moderate and large ascents 1 0.00 430.00
2335 methodological challenges 1 0.00 430.00
2336 intergenerational mobility 1 0.00 430.00
2337 downward mobility 1 0.00 430.00
2338 english language education 1 0.00 430.00
2339 audit culture 1 0.00 430.00
2340 urban water supply 1 0.00 430.00
2341 coding 1 0.00 430.00
2342 scratch 1 0.00 430.00
2343 global sesame price shock 1 0.00 430.00
2344 perceived resilience 1 0.00 430.00
2345 yukon 1 0.00 430.00
2346 social archaeology 1 0.00 430.00
2347 first nation 1 0.00 430.00
2348 bow and arrow 1 0.00 430.00
2349 qualitative assessment 1 0.00 430.00
2350 temporary rural–rural labor migration 1 0.00 430.00
2351 sesame farming 1 0.00 430.00
2352 double exposure framework 1 0.00 430.00
2353 youth development 1 0.00 430.00
2354 iraqi housing sector 1 0.00 430.00
2355 housing shortage 1 0.00 430.00
2356 housing production 1 0.00 430.00
2357 housing policies 1 0.00 430.00
2358 housing approaches 1 0.00 430.00
2359 global housing policy 1 0.00 430.00
2360 marine spatial planning 1 0.00 430.00
2361 gis modelling 1 0.00 430.00
2362 sensemaking process 1 0.00 430.00
2363 republican party 1 0.00 430.00
2364 voting 1 0.00 430.00
2365 common pool resources (cpr) 1 0.00 430.00
2366 prohibitionism 1 0.00 430.00
2367 drugs 1 0.00 430.00
2368 communicational campaigns 1 0.00 430.00
2369 cold war 1 0.00 430.00
2370 indigenous women 1 0.00 430.00
2371 proportional hazards modelling 1 0.00 430.00
2372 fire safety 1 0.00 430.00
2373 community education intervention 1 0.00 430.00
2374 systems analysis 1 0.00 430.00
2375 environmental sanitation 1 0.00 430.00
2376 drinking water 1 0.00 430.00
2377 asylum policies 1 0.00 430.00
2378 british politics 1 0.00 430.00
2379 native customary rights 1 0.00 430.00
2380 livelihood sustainability 1 0.00 430.00
2381 institutional arrangement 1 0.00 430.00
2382 communities’ well-being 1 0.00 430.00
2383 user behavior modeling 1 0.00 430.00
2384 social systems 1 0.00 430.00
2385 agnotology 1 0.00 430.00
2386 institutional ambiguity 1 0.00 430.00
2387 syrian refugee crisis 1 0.00 430.00
2388 below-ground carbon pool 1 0.00 430.00
2389 linking 1 0.00 430.00
2390 dea 1 0.00 430.00
2391 bridging 1 0.00 430.00
2392 bonding 1 0.00 430.00
2393 indigenous communities 1 0.00 430.00
2394 evacuation preparedness 1 0.00 430.00
2395 mangrove ecosystems 1 0.00 430.00
2396 carbon stock assessment 1 0.00 430.00
2397 batticaloa lagoon 1 0.00 430.00
2398 citizens engagement 1 0.00 430.00
2399 above-ground carbon pool 1 0.00 430.00
2400 urban geography 1 0.00 430.00
2401 green space 1 0.00 430.00
2402 fishery-dependent communities 1 0.00 430.00
2403 commercial fisheries 1 0.00 430.00
2404 barriers to entry 1 0.00 430.00
2405 (non)migration 1 0.00 430.00
2406 cross-sectoral coordination 1 0.00 430.00
2407 quality of experience (qoe) 1 0.00 430.00
2408 strangers 1 0.00 430.00
2409 assets-based approaches 1 0.00 430.00
2410 gender violence 1 0.00 430.00
2411 tractability 1 0.00 430.00
2412 objectivist frame 1 0.00 430.00
2413 youth agency 1 0.00 430.00
2414 unemployed youth 1 0.00 430.00
2415 underemployed youth 1 0.00 430.00
2416 postcolonial 1 0.00 430.00
2417 marginalised youth 1 0.00 430.00
2418 van panchayats 1 0.00 430.00
2419 gendered participation 1 0.00 430.00
2420 gender policy 1 0.00 430.00
2421 community-based forestry 1 0.00 430.00
2422 regression analysis 1 0.00 430.00
2423 ahp-topsis method 1 0.00 430.00
2424 peasant studies 1 0.00 430.00
2425 agrarian studies 1 0.00 430.00
2426 ictd 1 0.00 430.00
2427 hci4d 1 0.00 430.00
2428 digital payments 1 0.00 430.00
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3018 urban hazard 1 0.00 430.00
3019 inuit 1 0.00 430.00
3020 climatic risks 1 0.00 430.00
3021 changing society 1 0.00 430.00
3022 population mobility 1 0.00 430.00
3023 malays 1 0.00 430.00
3024 religious provision of club goods 1 0.00 430.00
3025 emotional geography 1 0.00 430.00
3026 landslides susceptibility 1 0.00 430.00
3027 second world war 1 0.00 430.00
3028 chongqing 1 0.00 430.00
3029 multiracialism 1 0.00 430.00
3030 henri lefebvre 1 0.00 430.00
3031 everyday life theory 1 0.00 430.00
3032 great sichuan earthquake 1 0.00 430.00
3033 dujiangyan 1 0.00 430.00
3034 design for urban resilience 1 0.00 430.00
3035 migration and environment 1 0.00 430.00
3036 mediating factor 1 0.00 430.00
3037 community-based natural resource management 1 0.00 430.00
3038 chronic 1 0.00 430.00
3039 oblivion 1 0.00 430.00
3040 post-mining landscapes 1 0.00 430.00
3041 policy coordination 1 0.00 430.00
3042 old industrial regions 1 0.00 430.00
3043 food value chains 1 0.00 430.00
3044 corporate strategy 1 0.00 430.00
3045 suicide attacks 1 0.00 430.00
3046 sufism 1 0.00 430.00
3047 psychological resilience 1 0.00 430.00
3048 geography of religion 1 0.00 430.00
3049 national ideologies 1 0.00 430.00
3050 victims 1 0.00 430.00
3051 adaptation action cycles 1 0.00 430.00
3052 performativity 1 0.00 430.00
3053 racial discrimination 1 0.00 430.00
3054 african americans 1 0.00 430.00
3055 trade 1 0.00 430.00
3056 seafood market 1 0.00 430.00
3057 functional groups 1 0.00 430.00
3058 ecosystem processes 1 0.00 430.00
3059 volcanoes 1 0.00 430.00
3060 territorialization 1 0.00 430.00
3061 politics of risks 1 0.00 430.00
3062 resource capitalism 1 0.00 430.00
3063 accumulation by dispossession 1 0.00 430.00
3064 governable spaces 1 0.00 430.00
3065 welfare-work nexus 1 0.00 430.00
3066 welfare reform 1 0.00 430.00
3067 flexicurity 1 0.00 430.00
3068 stigmatisation 1 0.00 430.00
3069 sangerhausen 1 0.00 430.00
3070 pirmasens 1 0.00 430.00
3071 shrinking city 1 0.00 430.00
3072 wildlife 1 0.00 430.00
3073 transition management 1 0.00 430.00
3074 transition theory 1 0.00 430.00
3075 landslide susceptibility index 1 0.00 430.00
3076 phnom penh 1 0.00 430.00
3077 subsistence fisheries 1 0.00 430.00
3078 mixed economy 1 0.00 430.00
3079 coral reef fisheries 1 0.00 430.00
3080 opportunity cost 1 0.00 430.00
3081 fisherman 1 0.00 430.00
3082 conservation planning 1 0.00 430.00
3083 cross-cultural 1 0.00 430.00
3084 political crisis 1 0.00 430.00
3085 financial crises 1 0.00 430.00
3086 city-system 1 0.00 430.00
3087 households 1 0.00 430.00
3088 social assets 1 0.00 430.00
3089 sexuality 1 0.00 430.00
3090 intersex identity 1 0.00 430.00
3091 contemporary archaeology 1 0.00 430.00
3092 women’s work 1 0.00 430.00
3093 reproductive health 1 0.00 430.00
3094 medical anthropology 1 0.00 430.00
3095 illness meaning 1 0.00 430.00
3096 wittenberge 1 0.00 430.00
3097 torres strait 1 0.00 430.00
3098 oke-ogun 1 0.00 430.00
3099 relocalized communities 1 0.00 430.00
3100 disasters risk reduction 1 0.00 430.00
3101 economic/social/environmental capital 1 0.00 430.00
3102 forest communities 1 0.00 430.00
3103 access to resources 1 0.00 430.00
3104 political science 1 0.00 430.00
3105 aids 1 0.00 430.00
3106 planned behaviour 1 0.00 430.00
3107 climate change attitudes 1 0.00 430.00
3108 basin 1 0.00 430.00
3109 vulnerability and community-based adaptation 1 0.00 430.00
3110 teaching 1 0.00 430.00
3111 water shortage 1 0.00 430.00
3112 teachers’ perceptions 1 0.00 430.00
3113 effectiveness 1 0.00 430.00
3114 social c.  1 0.00 430.00
3115 emergency d. planning 1 0.00 430.00
3116 community r. 1 0.00 430.00
3117 racialisation 1 0.00 430.00
3118 privatisation 1 0.00 430.00
3119 latino labour 1 0.00 430.00
3120 fema 1 0.00 430.00
3121 disturbance scenario 1 0.00 430.00
3122 socioecological resilience 1 0.00 430.00
3123 mountain pine beetle 1 0.00 430.00
3124 baltic grey seal 1 0.00 430.00
3125 policy development 1 0.00 430.00
3126 community-based organization 1 0.00 430.00
3127 upheavals 1 0.00 430.00
3128 socio-political instability 1 0.00 430.00
3129 fisher information 1 0.00 430.00
3130 forest policies 1 0.00 430.00
3131 human-wildlife conflict 1 0.00 430.00
3132 damage mitigation 1 0.00 430.00
3133 coastal fishing 1 0.00 430.00
3134 willingness to act 1 0.00 430.00
3135 adaptive epistemologies 1 0.00 430.00
3136 community activeness 1 0.00 430.00
3137 intergovernmental panel on climate change ipcc 1 0.00 430.00
3138 global adaptation 1 0.00 430.00
3139 long-term recovery 1 0.00 430.00
3140 zoning 1 0.00 430.00
3141 great barrier reef marine park 1 0.00 430.00
3142 muslims in the uk 1 0.00 430.00
3143 malay muslims 1 0.00 430.00
3144 civilization 1 0.00 430.00
3145 systemic risks 1 0.00 430.00
3146 experimental governance 1 0.00 430.00
3147 multi-level governance 1 0.00 430.00
3148 photostory 1 0.00 430.00
3149 primary industry 1 0.00 430.00
3150 climate sensitivity 1 0.00 430.00
3151 resource practice 1 0.00 430.00
3152 demographic and cultural change 1 0.00 430.00
3153 waterfronts 1 0.00 430.00
3154 marine resource management 1 0.00 430.00
3155 ecosystem based management 1 0.00 430.00
3156 coastal land use 1 0.00 430.00
3157 sustainable water management 1 0.00 430.00
3158 participatory research methods 1 0.00 430.00
3159 long term ecological research programme (usa) 1 0.00 430.00
3160 diverse economies 1 0.00 430.00
3161 global environmental crisis 1 0.00 430.00
3162 food prices 1 0.00 430.00
3163 regionalism 1 0.00 430.00
3164 metaphors 1 0.00 430.00
3165 u.s. agricultural policy 1 0.00 430.00
3166 intervention 1 0.00 430.00
3167 copenhagen school 1 0.00 430.00
3168 urban ecology 1 0.00 430.00
3169 unccd 1 0.00 430.00
3170 thresholds 1 0.00 430.00
3171 modelling degradation 1 0.00 430.00
3172 pacific region 1 0.00 430.00
3173 agricultural lands 1 0.00 430.00
3174 settlement abandonment 1 0.00 430.00
3175 population decline 1 0.00 430.00
3176 ghost towns 1 0.00 430.00
3177 girona 1 0.00 430.00
3178 commercial activities 1 0.00 430.00
3179 urban food security 1 0.00 430.00
3180 coral bleaching 1 0.00 430.00
3181 peace-building 1 0.00 430.00
3182 competencies 1 0.00 430.00
3183 global drylands observing system 1 0.00 430.00
3184 political sciences 1 0.00 430.00
3185 hiv and aids 1 0.00 430.00
3186 health policy 1 0.00 430.00
3187 trajectories 1 0.00 430.00
3188 qualitative longitudinal research 1 0.00 430.00
3189 maternal morbidity 1 0.00 430.00
3190 costs of healthcare 1 0.00 430.00
3191 bodily capital 1 0.00 430.00
3192 rural regions 1 0.00 430.00
3193 conservation easements 1 0.00 430.00
3194 cattle grazing 1 0.00 430.00
3195 invasive 1 0.00 430.00
3196 open access publishing 1 0.00 430.00
3197 drylands 1 0.00 430.00
3198 dryland development paradigm 1 0.00 430.00
3199 coastal hazards 1 0.00 430.00
3200 precarious housing 1 0.00 430.00
3201 political culture 1 0.00 430.00
3202 transition towns 1 0.00 430.00
3203 spatial increase 1 0.00 430.00
3204 qualitative degradation 1 0.00 430.00
3205 integrated analysis 1 0.00 430.00
3206 pre-service teacher education 1 0.00 430.00
3207 cultural differences 1 0.00 430.00
3208 attitude change 1 0.00 430.00
3209 national threat 1 0.00 430.00
3210 inshore fisheries groups 1 0.00 430.00
3211 utaut 1 0.00 430.00
3212 unified theory of technology acceptance and usage 1 0.00 430.00
3213 technology acceptance models 1 0.00 430.00
3214 scholarly communication 1 0.00 430.00
3215 public universities 1 0.00 430.00
3216 systemic instability 1 0.00 430.00
3217 baia mare 1 0.00 430.00
3218 socio-economic changes 1 0.00 430.00
3219 center pivot irrigation 1 0.00 430.00
3220 system dynamic model 1 0.00 430.00
3221 l’aquila earthquake 1 0.00 430.00
3222 nature protection 1 0.00 430.00
3223 invertebrate fauna 1 0.00 430.00
3224 ethnozoology 1 0.00 430.00
3225 ethnomedicine 1 0.00 430.00
3226 edible insects 1 0.00 430.00
3227 vulnerability-resilience 1 0.00 430.00
3228 high plains aquifer 1 0.00 430.00
3229 street-level interactions 1 0.00 430.00
3230 distances analysis 1 0.00 430.00
3231 narrative mapping 1 0.00 430.00
3232 informality/formality 1 0.00 430.00
3233 september 11 memorial museum 1 0.00 430.00
3234 public memory 1 0.00 430.00
3235 forensic architecture 1 0.00 430.00
3236 commemoration 1 0.00 430.00
3237 peripheral neighbourhoods 1 0.00 430.00
3238 lifestyle landholders 1 0.00 430.00
3239 wetlands 1 0.00 430.00
3240 tose approach 1 0.00 430.00
3241 resilience-building factors 1 0.00 430.00
3242 urban communities 1 0.00 430.00
3243 coastal urban areas 1 0.00 430.00
3244 agriculture adaptation 1 0.00 430.00
3245 national conditions 1 0.00 430.00
3246 international context 1 0.00 430.00
3247 descendants of migrants 1 0.00 430.00
3248 career paths 1 0.00 430.00
3249 business service professionals 1 0.00 430.00
3250 1995 kobe earthquake 1 0.00 430.00
3251 cyclones 1 0.00 430.00
3252 susceptibility uncertainty analysis 1 0.00 430.00
3253 the sea 1 0.00 430.00
3254 socio-economic vulnerability indices 1 0.00 430.00
3255 the good fisher 1 0.00 430.00
3256 community adaptation 1 0.00 430.00
3257 resource user leadership 1 0.00 430.00
3258 property rights formation 1 0.00 430.00
3259 morning walker 1 0.00 430.00
3260 guerilla gardening 1 0.00 430.00
3261 vulnerability hotspots 1 0.00 430.00
3262 uncertainty and sensitivity analysis 1 0.00 430.00
3263 spatial multi-criteria analysis 1 0.00 430.00
3264 benefits 1 0.00 430.00
3265 perceived risk 1 0.00 430.00
3266 place-based community 1 0.00 430.00
3267 pump design 1 0.00 430.00
3268 locally undesirable land uses (lulus) 1 0.00 430.00
3269 federal emergency management agency (fema) 1 0.00 430.00
3270 environmental injustice 1 0.00 430.00
3271 discriminant analysis 1 0.00 430.00
3272 african-americans 1 0.00 430.00
3273 tiger reserve 1 0.00 430.00
3274 rainfed farming 1 0.00 430.00
3275 karnataka 1 0.00 430.00
3276 adivasis 1 0.00 430.00
3277 new operation 1 0.00 430.00
3278 social ecology 1 0.00 430.00
3279 detention reservoir 1 0.00 430.00
3280 causal mechanisms 1 0.00 430.00
3281 land-use change 1 0.00 430.00
3282 dynamic evolution 1 0.00 430.00
3283 theory of constraints 1 0.00 430.00
3284 porto alegre 1 0.00 430.00
3285 north coast of java 1 0.00 430.00
3286 flood control 1 0.00 430.00
3287 problem structuring process 1 0.00 430.00
3288 people of colour (gens de couleur) 1 0.00 430.00
3289 wives 1 0.00 430.00
3290 actual risk 1 0.00 430.00
3291 public attitudes 1 0.00 430.00
3292 solidarity economy 1 0.00 430.00
3293 alternative economy 1 0.00 430.00
3294 social-spatial interactions 1 0.00 430.00
3295 threshold 1 0.00 430.00
3296 stakeholder participation 1 0.00 430.00
3297 non-linear 1 0.00 430.00
3298 hysteresis 1 0.00 430.00
3299 critical transition 1 0.00 430.00
3300 surveys 1 0.00 430.00
3301 environmentalism 1 0.00 430.00
3302 strategic-level emergency management 1 0.00 430.00
3303 urban sociology 1 0.00 430.00
3304 race and ethnicity 1 0.00 430.00
3305 economy 1 0.00 430.00
3306 social mobilization 1 0.00 430.00
3307 agroecological consumer groups 1 0.00 430.00
3308 troubled families 1 0.00 430.00
3309 radicalisation 1 0.00 430.00
3310 prevent 1 0.00 430.00
3311 non-linear war 1 0.00 430.00
3312 climate–society interactions 1 0.00 430.00
3313 coastal bangladesh 1 0.00 430.00
3314 ecological modernization 1 0.00 430.00
3315 corporate interlocks 1 0.00 430.00
3316 rede convergir 1 0.00 430.00
3317 portugal 1 0.00 430.00
3318 exchange networks 1 0.00 430.00
3319 thrivability 1 0.00 430.00
3320 oil spill 1 0.00 430.00
3321 natural-resource-based communities 1 0.00 430.00
3322 inner circle 1 0.00 430.00
3323 homophily 1 0.00 430.00
3324 family business 1 0.00 430.00
3325 caste 1 0.00 430.00
3326 central medical store 1 0.00 430.00
3327 business groups 1 0.00 430.00
3328 decision support 1 0.00 430.00
3329 assessment framework 1 0.00 430.00
3330 unaffiliated volunteers 1 0.00 430.00
3331 convergent volunteers 1 0.00 430.00
3332 community volunteers 1 0.00 430.00
3333 water resources management 1 0.00 430.00
3334 spatial modelling 1 0.00 430.00
3335 adaptive planning 1 0.00 430.00
3336 radicalization 1 0.00 430.00
3337 institutional compliance 1 0.00 430.00
3338 environmental crises 1 0.00 430.00
3339 case histories 1 0.00 430.00
3340 economic losses 1 0.00 430.00
3341 social bonds 1 0.00 430.00
3342 literacy 1 0.00 430.00
3343 instruction in the mother tongue 1 0.00 430.00
3344 haitian creole (kreyòl) 1 0.00 430.00
3345 early grade reading assessment (egra) 1 0.00 430.00
3346 organizational design 1 0.00 430.00
3347 learning organizations 1 0.00 430.00
3348 institutional fragmentation 1 0.00 430.00
3349 bam (iran) 1 0.00 430.00
3350 risk prevention 1 0.00 430.00
3351 nation 1 0.00 430.00
3352 culturalism 1 0.00 430.00
3353 structuration 1 0.00 430.00
3354 structural human ecology 1 0.00 430.00
3355 self organizing map 1 0.00 430.00
3356 merapi 1 0.00 430.00
3357 relational ontology 1 0.00 430.00
3358 patron-client relations 1 0.00 430.00
3359 network 1 0.00 430.00
3360 gender positioning 1 0.00 430.00
3361 primary and secondary cities 1 0.00 430.00
3362 multi-scale 1 0.00 430.00
3363 epidemic fear 1 0.00 430.00
3364 income and producers welfare 1 0.00 430.00
3365 grown-shade coffee 1 0.00 430.00
3366 coffea arabica 1 0.00 430.00
3367 cherry coffee 1 0.00 430.00
3368 agroecosystems 1 0.00 430.00
3369 poverty traps 1 0.00 430.00
3370 resettlement planning 1 0.00 430.00
3371 compensation 1 0.00 430.00
3372 mass and social media 1 0.00 430.00
3373 “bushmeat” avoidance 1 0.00 430.00
3374 infrastructure development index 1 0.00 430.00
3375 parks and protected areas 1 0.00 430.00
3376 vernacular architecture 1 0.00 430.00
3377 pune 1 0.00 430.00
3378 drama methodology 1 0.00 430.00
3379 applied theatre 1 0.00 430.00
3380 community agency 1 0.00 430.00
3381 community adaptability 1 0.00 430.00
3382 locality specific and culturally relevant practice 1 0.00 430.00
3383 green social work 1 0.00 430.00
3384 production units 1 0.00 430.00
3385 labour parties 1 0.00 430.00
3386 social democracy 1 0.00 430.00
3387 workfare 1 0.00 430.00
3388 disparity analysis 1 0.00 430.00
3389 fisher types, fisher community 1 0.00 430.00
3390 storm surge 1 0.00 430.00
3391 coastal disasters 1 0.00 430.00
3392 territoriality 1 0.00 430.00
3393 natural resource conflict 1 0.00 430.00
3394 islandness 1 0.00 430.00
3395 extractive enclaves 1 0.00 430.00
3396 historic city 1 0.00 430.00
3397 community based approach 1 0.00 430.00
3398 transformation process 1 0.00 430.00
3399 interrelated systems 1 0.00 430.00
3400 context resilience 1 0.00 430.00
3401 database 1 0.00 430.00
3402 washington consensus 1 0.00 430.00
3403 post-communism 1 0.00 430.00
3404 positive constitutionalism 1 0.00 430.00
3405 negative constitutionalism 1 0.00 430.00
3406 social-ecological systems (ses) 1 0.00 430.00
3407 structure and agency 1 0.00 430.00
3408 naturalization 1 0.00 430.00
3409 participatory development 1 0.00 430.00
3410 textual analysis 1 0.00 430.00
3411 rail bound traffic 1 0.00 430.00
3412 social economy organizations 1 0.00 430.00
3413 resource-based theory 1 0.00 430.00
3414 latent growth modelling 1 0.00 430.00
3415 financial stress 1 0.00 430.00
3416 collaborative profile 1 0.00 430.00
3417 transition zones 1 0.00 430.00
3418 hydroengineering works 1 0.00 430.00
3419 flood zone 1 0.00 430.00
3420 integrated reporting 1 0.00 430.00
3421 development opportunities 1 0.00 430.00
3422 impression management 1 0.00 430.00
3423 disclosure 1 0.00 430.00
3424 conciseness 1 0.00 430.00
3425 completeness 1 0.00 430.00
3426 balance 1 0.00 430.00
3427 credit claiming 1 0.00 430.00
3428 credit 1 0.00 430.00
3429 blame avoidance 1 0.00 430.00
3430 blame 1 0.00 430.00
3431 deindustrialization 1 0.00 430.00
3432 job losses 1 0.00 430.00
3433 respectability 1 0.00 430.00
3434 popularity 1 0.00 430.00
3435 water supply and sanitation 1 0.00 430.00
3436 urban risk 1 0.00 430.00
3437 lilongwe 1 0.00 430.00
3438 hygiene practices 1 0.00 430.00
3439 everyday practices 1 0.00 430.00
3440 economic exposure 1 0.00 430.00
3441 disaster impact 1 0.00 430.00
3442 social influence 1 0.00 430.00
3443 reputation 1 0.00 430.00
3444 online social networks 1 0.00 430.00
3445 population loss 1 0.00 430.00
3446 soil erosion 1 0.00 430.00
3447 legal responsibility 1 0.00 430.00
3448 environmental damage 1 0.00 430.00
3449 degraded area 1 0.00 430.00
3450 urban change 1 0.00 430.00
3451 middle islamic 1 0.00 430.00
3452 jordan 1 0.00 430.00
3453 early islamic 1 0.00 430.00
3454 urban trajectories 1 0.00 430.00
3455 single-sex education 1 0.00 430.00
3456 black boys 1 0.00 430.00
3457 resilience city 1 0.00 430.00
3458 online community 1 0.00 430.00
3459 northern territory emergency response 1 0.00 430.00
3460 anticipatory 1 0.00 430.00
3461 water and war 1 0.00 430.00
3462 urban warfare ecology 1 0.00 430.00
3463 drinking water service 1 0.00 430.00
3464 basrah 1 0.00 430.00
3465 armed conflict 1 0.00 430.00
3466 sns 1 0.00 430.00
3467 sir model 1 0.00 430.00
3468 friendster 1 0.00 430.00
3469 flourishing 1 0.00 430.00
3470 sectarianism 1 0.00 430.00
3471 policy making 1 0.00 430.00
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3473 the coach as a socializing agent 1 0.00 430.00
3474 school 1 0.00 430.00
3475 life skills 1 0.00 430.00
3476 immunity to change 1 0.00 430.00
3477 group approach 1 0.00 430.00
3478 coaching 1 0.00 430.00
3479 wardship 1 0.00 430.00
3480 societal institutions 1 0.00 430.00
3481 worker’s voice 1 0.00 430.00
3482 hybrid warfare 1 0.00 430.00
3483 public sector unionism 1 0.00 430.00
3484 dignity at work 1 0.00 430.00
3485 theistic 1 0.00 430.00
3486 disaster vulnerability 1 0.00 430.00
3487 fisheries development 1 0.00 430.00
3488 visualizationmodel 1 0.00 430.00
3489 semi-structured interview 1 0.00 430.00
3490 vulnerabilities 1 0.00 430.00
3491 national security strategy 1 0.00 430.00
3492 hybrid threats 1 0.00 430.00
3493 practices 1 0.00 430.00
3494 case study research 1 0.00 430.00
3495 power-sharing 1 0.00 430.00
3496 intercultural education 1 0.00 430.00
3497 dialog 1 0.00 430.00
3498 new england 1 0.00 430.00
3499 job satisfaction 1 0.00 430.00
3500 transition pathways 1 0.00 430.00
3501 system transformation 1 0.00 430.00
3502 phosphorus 1 0.00 430.00
3503 habermas 1 0.00 430.00
3504 nultiple modernities 1 0.00 430.00
3505 post-secularism 1 0.00 430.00
3506 geographicallyweighted regression (gwr) 1 0.00 430.00
3507 policies for resilience 1 0.00 430.00
3508 water flow 1 0.00 430.00
3509 urban stability 1 0.00 430.00
3510 transition probability 1 0.00 430.00
3511 maintaining 1 0.00 430.00
3512 rural and remote 1 0.00 430.00
3513 ageing in place 1 0.00 430.00
3514 ageing 1 0.00 430.00
3515 aged care services 1 0.00 430.00
3516 disaster assessment 1 0.00 430.00
3517 local development 1 0.00 430.00
3518 state failure 1 0.00 430.00
3519 humanitarian space 1 0.00 430.00
3520 fao 1 0.00 430.00
3521 slums 1 0.00 430.00
3522 teos archaeological site 1 0.00 430.00
3523 reuse 1 0.00 430.00
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3526 carrying capacity 1 0.00 430.00
3527 west macedonia 1 0.00 430.00
3528 community broadband 1 0.00 430.00
3529 agricultural livelihoods 1 0.00 430.00
3530 distal driver 1 0.00 430.00
3531 melaka 1 0.00 430.00
3532 world bank 1 0.00 430.00
3533 political economy of health 1 0.00 430.00
3534 health outcomes 1 0.00 430.00
3535 rudbar 1 0.00 430.00
3536 economic residence 1 0.00 430.00
3537 proximate driver 1 0.00 430.00
3538 marine management 1 0.00 430.00
3539 expert judgement 1 0.00 430.00
3540 caribbean coral reefs 1 0.00 430.00
3541 cuvelai-etosha basin 1 0.00 430.00
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3543 sports infrastructure 1 0.00 430.00
3544 multi-scalarity 1 0.00 430.00
3545 individual transferable quotas (itqs) 1 0.00 430.00
3546 karl polanyi 1 0.00 430.00
3547 transdisciplinary research 1 0.00 430.00
3548 savannah ecosystems 1 0.00 430.00
3549 rainwater and floodwater harvesting 1 0.00 430.00
3550 integrated water resources management 1 0.00 430.00
3551 ancient places of performance 1 0.00 430.00
3552 school population 1 0.00 430.00
3553 hierarchical ascendant classification 1 0.00 430.00
3554 jewish-renewal 1 0.00 430.00
3555 agency/structure dualism 1 0.00 430.00
3556 women’s rights 1 0.00 430.00
3557 gendered discrimination 1 0.00 430.00
3558 rice physiology and yield 1 0.00 430.00
3559 irrigation management and planting dates 1 0.00 430.00
3560 cultivar selection 1 0.00 430.00
3561 alternate wet and drying 1 0.00 430.00
3562 aerobic rice 1 0.00 430.00
3563 spirituality 1 0.00 430.00
3564 seasonal migration 1 0.00 430.00
3565 education in the rural areas 1 0.00 430.00
3566 humla 1 0.00 430.00
3567 environmental politics 1 0.00 430.00
3568 questionnaire survey 1 0.00 430.00
3569 port planning 1 0.00 430.00
3570 port facilities 1 0.00 430.00
3571 managerial issues 1 0.00 430.00
3572 egyptian fishing ports 1 0.00 430.00
3573 worlding 1 0.00 430.00
3574 situated resilience 1 0.00 430.00
3575 faculty of color 1 0.00 430.00
3576 rhetoric 1 0.00 430.00
3577 university 1 0.00 430.00
3578 full-scale exercise 1 0.00 430.00
3579 argeş county 1 0.00 430.00
3580 socio-ecological production landscape 1 0.00 430.00
3581 luzon island 1 0.00 430.00
3582 determinants of resilience 1 0.00 430.00
3583 conceptualization 1 0.00 430.00
3584 resurgence 1 0.00 430.00
3585 decolonization 1 0.00 430.00
3586 anticolonialism 1 0.00 430.00
3587 memory, disasters 1 0.00 430.00
3588 societal concerns 1 0.00 430.00
3589 psychological stress 1 0.00 430.00
3590 personal concerns 1 0.00 430.00
3591 irrigation 1 0.00 430.00
3592 formalisation 1 0.00 430.00
3593 santiago 1 0.00 430.00
3594 rockefeller 1 0.00 430.00
3595 strong commitment 1 0.00 430.00
3596 korean typhoon 1 0.00 430.00
3597 interorganizational emergency management 1 0.00 430.00
3598 takaful 1 0.00 430.00
3599 biography 1 0.00 430.00
3600 disciplinary identity 1 0.00 430.00
3601 china–africa relations 1 0.00 430.00
3602 exit behavior 1 0.00 430.00
3603 capacity reduction 1 0.00 430.00
3604 state rescaling 1 0.00 430.00
3605 employment growth 1 0.00 430.00
3606 urban slums 1 0.00 430.00
3607 mathare valley slums 1 0.00 430.00
3608 autonomous adaptation 1 0.00 430.00
3609 spatial orders 1 0.00 430.00
3610 head porters (‘kayayei’) 1 0.00 430.00
3611 managing diversity 1 0.00 430.00
3612 personal development 1 0.00 430.00
3613 interminority conflict 1 0.00 430.00
3614 conservatives 1 0.00 430.00
3615 tensions 1 0.00 430.00
3616 policy integration 1 0.00 430.00
3617 joined-up government 1 0.00 430.00
3618 land use management 1 0.00 430.00
3619 climatic hazard risk 1 0.00 430.00
3620 medellin 1 0.00 430.00
3621 scientific literacy 1 0.00 430.00
3622 expedition 1 0.00 430.00
3623 thematic analysis 1 0.00 430.00
3624 competence 1 0.00 430.00
3625 human dimensions of fish and wildlife 1 0.00 430.00
3626 east timor 1 0.00 430.00
3627 disaster resiliency 1 0.00 430.00
3628 building permits 1 0.00 430.00
3629 teaching and learning 1 0.00 430.00
3630 remote economic participation 1 0.00 430.00
3631 multimodal 1 0.00 430.00
3632 multicriteria decision making 1 0.00 430.00
3633 limited entry 1 0.00 430.00
3634 limited access 1 0.00 430.00
3635 exit 1 0.00 430.00
3636 arid 1 0.00 430.00
3637 roghun 1 0.00 430.00
3638 joking 1 0.00 430.00
3639 event 1 0.00 430.00
3640 cunning 1 0.00 430.00
3641 filipino migrants 1 0.00 430.00
3642 paraty 1 0.00 430.00
3643 industrial ecology 1 0.00 430.00
3644 dryland 1 0.00 430.00
3645 development process resilience 1 0.00 430.00
3646 learning progressions 1 0.00 430.00
3647 response strategies 1 0.00 430.00
3648 michèle lamont 1 0.00 430.00
3649 university of ibadan 1 0.00 430.00
3650 change factor 1 0.00 430.00
3651 national-social resilience 1 0.00 430.00
3652 moral resilience of teachers 1 0.00 430.00
3653 moral resilience 1 0.00 430.00
3654 israeli teacher trainees 1 0.00 430.00
3655 communal resilience 1 0.00 430.00
3656 regional assistance mission to solomon islands (ramsi) 1 0.00 430.00
3657 climate change awareness 1 0.00 430.00
3658 agronomic practices 1 0.00 430.00
3659 social mobilisation 1 0.00 430.00
3660 floodplain delineation 1 0.00 430.00
3661 coastal erosion 1 0.00 430.00
3662 belize 1 0.00 430.00
3663 human responses 1 0.00 430.00
3664 the market imperative 1 0.00 430.00
3665 rural asia 1 0.00 430.00
3666 liberal resilience 1 0.00 430.00
3667 critical pgis 1 0.00 430.00
3668 population movement 1 0.00 430.00
3669 labor market 1 0.00 430.00
3670 coastal flooding 1 0.00 430.00
3671 community-based experience 1 0.00 430.00
3672 rural forest-based communities 1 0.00 430.00
3673 spanish civil war 1 0.00 430.00
3674 forest resources 1 0.00 430.00
3675 online interaction 1 0.00 430.00
3676 multiplex network 1 0.00 430.00
3677 assisted self-help 1 0.00 430.00
3678 waterbody 1 0.00 430.00
3679 slum upgrading 1 0.00 430.00
3680 location 1 0.00 430.00
3681 sea urchin 1 0.00 430.00
3682 urban water management 1 0.00 430.00
3683 madrid 1 0.00 430.00
3684 documentary data 1 0.00 430.00
3685 infrastructure disruptions 1 0.00 430.00
3686 planning strategies 1 0.00 430.00
3687 farm-level adaptation 1 0.00 430.00
3688 special teachers 1 0.00 430.00
3689 roles and duties 1 0.00 430.00
3690 agricultural production 1 0.00 430.00
3691 arctic development 1 0.00 430.00
3692 makola market 1 0.00 430.00
3693 fire hazards 1 0.00 430.00
3694 land conflicts 1 0.00 430.00
3695 land privatisation 1 0.00 430.00
3696 environment-migration nexus 1 0.00 430.00
3697 ecosystem resilience 1 0.00 430.00
3698 marine resource-use 1 0.00 430.00
3699 marine livelihoods 1 0.00 430.00
3700 semantic wiki 1 0.00 430.00
3701 knowledge representation 1 0.00 430.00
3702 violence reduction 1 0.00 430.00
3703 sport 1 0.00 430.00
3704 muslim australians 1 0.00 430.00
3705 afl 1 0.00 430.00
3706 montane environments 1 0.00 430.00
3707 sustainable use of resources 1 0.00 430.00
3708 buffer capacity 1 0.00 430.00
3709 bayesian analyses 1 0.00 430.00
3710 intelligence 1 0.00 430.00
3711 flood preparedness 1 0.00 430.00
3712 post-conflict economic policy 1 0.00 430.00
3713 arcgis software 1 0.00 430.00
3714 health information 1 0.00 430.00
3715 pensions 1 0.00 430.00
3716 older adults 1 0.00 430.00
3717 income support 1 0.00 430.00
3718 confirmatory factor analysis 1 0.00 430.00
3719 public goods 1 0.00 430.00
3720 human migration 1 0.00 430.00
3721 lurker trends and clustering 1 0.00 430.00
3722 decentralisation 1 0.00 430.00
3723 migration policy 1 0.00 430.00
3724 topical evolution patterns 1 0.00 430.00
3725 time-aware lurker ranking 1 0.00 430.00
3726 responsiveness 1 0.00 430.00
3727 preferential attachment 1 0.00 430.00
3728 newcomers 1 0.00 430.00
3729 lurking behavior 1 0.00 430.00
3730 lurkerrank algorithms 1 0.00 430.00
3731 inactive users 1 0.00 430.00
3732 environmental-care organisations 1 0.00 430.00
3733 landlordism 1 0.00 430.00
3734 housing stressors 1 0.00 430.00
3735 sustainable fishing 1 0.00 430.00
3736 gap 1 0.00 430.00
3737 glocal 1 0.00 430.00
3738 future cities 1 0.00 430.00
3739 ranking 1 0.00 430.00
3740 impact analysis 1 0.00 430.00
3741 regional nrm 1 0.00 430.00
3742 comparative 1 0.00 430.00
3743 enchantment 1 0.00 430.00
3744 farm resilience 1 0.00 430.00
3745 influence factors 1 0.00 430.00
3746 risk sharing 1 0.00 430.00
3747 delhi metro rail corporation 1 0.00 430.00
3748 delhi international airport 1 0.00 430.00
3749 metropolitan foodshed 1 0.00 430.00
3750 megaregions 1 0.00 430.00
3751 city region 1 0.00 430.00
3752 standardized survey 1 0.00 430.00
3753 local population 1 0.00 430.00
3754 integrated flood risk management 1 0.00 430.00
3755 acceptance 1 0.00 430.00
3756 resilience and planning 1 0.00 430.00
3757 contact 1 0.00 430.00
3758 farmer perceptions 1 0.00 430.00
3759 climate change risks 1 0.00 430.00
3760 pastoral care 1 0.00 430.00
3761 social impact 1 0.00 430.00
3762 flood recovery 1 0.00 430.00
3763 flood policy 1 0.00 430.00
3764 rights-based approaches 1 0.00 430.00
3765 research methodologies 1 0.00 430.00
3766 risk transfer 1 0.00 430.00
3767 aid – aid effectiveness 1 0.00 430.00
3768 civil society – ngos 1 0.00 430.00
3769 labour and livelihoods – poverty reduction 1 0.00 430.00
3770 planning theory and practice 1 0.00 430.00
3771 trajectories of change 1 0.00 430.00
3772 hindsight 1 0.00 430.00
3773 alps 1 0.00 430.00
3774 geoengineering 1 0.00 430.00
3775 trade networks 1 0.00 430.00
3776 bajau 1 0.00 430.00
3777 response diversity 1 0.00 430.00
3778 sustainable places 1 0.00 430.00
3779 community learning 1 0.00 430.00
3780 strategic option 1 0.00 430.00
3781 predictability 1 0.00 430.00
3782 dresden region 1 0.00 430.00
3783 taxonomy 1 0.00 430.00
3784 coastal community 1 0.00 430.00
3785 schools 1 0.00 430.00
3786 class culture 1 0.00 430.00
3787 ingos 1 0.00 430.00
3788 microfinance 1 0.00 430.00
3789 response phase 1 0.00 430.00
3790 disaster life cycle 1 0.00 430.00
3791 licenses 1 0.00 430.00
3792 comedy 1 0.00 430.00
3793 high reliability system 1 0.00 430.00
3794 working life 1 0.00 430.00
3795 nordic welfare state 1 0.00 430.00
3796 migrant care workers 1 0.00 430.00
3797 flexible citizenship 1 0.00 430.00
3798 eldercare 1 0.00 430.00
3799 npm 1 0.00 430.00
3800 humour 1 0.00 430.00
3801 edgework 1 0.00 430.00
3802 practitioner perceptions 1 0.00 430.00
3803 resourcefulness 1 0.00 430.00
3804 ecosystem-based management 1 0.00 430.00
3805 melcom disaster 1 0.00 430.00
3806 disaster risk preparedness 1 0.00 430.00
3807 anthropogenic hazards 1 0.00 430.00
3808 maine 1 0.00 430.00
3809 amenity migration 1 0.00 430.00
3810 county emergency managers 1 0.00 430.00
3811 solid waste management 1 0.00 430.00
3812 product stewardship 1 0.00 430.00
3813 land encroachment 1 0.00 430.00
3814 green space governance 1 0.00 430.00
3815 absorption 1 0.00 430.00
3816 informal workers 1 0.00 430.00
3817 institutional collective action 1 0.00 430.00
3818 islamic finance 1 0.00 430.00
3819 charitable giving 1 0.00 430.00
3820 young men who have sex with men 1 0.00 430.00
3821 sexual health 1 0.00 430.00
3822 korea 1 0.00 430.00
3823 community disaster resilience index 1 0.00 430.00
3824 recyclers 1 0.00 430.00
3825 labor movements 1 0.00 430.00
3826 symbolic boundaries 1 0.00 430.00
3827 hybrid space 1 0.00 430.00
3828 township 1 0.00 430.00
3829 floodplain 1 0.00 430.00
3830 cultural policies 1 0.00 430.00
3831 sustainability and indigenous people 1 0.00 430.00
3832 community-based natural resource management (cbnrm) 1 0.00 430.00
3833 localising 1 0.00 430.00
3834 assessment methods 1 0.00 430.00
3835 co-operative farming 1 0.00 430.00
3836 open green space 1 0.00 430.00
3837 green economy 1 0.00 430.00
3838 free trade 1 0.00 430.00
3839 transboundary risk 1 0.00 430.00
3840 crisis coordination 1 0.00 430.00
3841 non-violent protest 1 0.00 430.00
3842 movement outcome 1 0.00 430.00
3843 anti-austerity protest 1 0.00 430.00
3844 climate risks and change 1 0.00 430.00
3845 urban nature 1 0.00 430.00
3846 radbruch 1 0.00 430.00
3847 netherlands 1 0.00 430.00
3848 legal perspective 1 0.00 430.00
3849 information management 1 0.00 430.00
3850 social structure 1 0.00 430.00
3851 hydrological system 1 0.00 430.00
3852 prisoner reentry 1 0.00 430.00
3853 incarceration 1 0.00 430.00
3854 linguistic entrepreneur 1 0.00 430.00
3855 language learning 1 0.00 430.00
3856 social polarization 1 0.00 430.00
3857 local activism 1 0.00 430.00
3858 human rights cities 1 0.00 430.00
3859 sociology journal 1 0.00 430.00
3860 sociology 50th anniversary 1 0.00 430.00
3861 protest 1 0.00 430.00
3862 community-based disaster risk reduction and management 1 0.00 430.00
3863 cultures of disaster 1 0.00 430.00
3864 indian ocean tsunami 1 0.00 430.00
3865 science teacher education 1 0.00 430.00
3866 community empowerment 1 0.00 430.00
3867 underused spaces 1 0.00 430.00
3868 mobile data 1 0.00 430.00
3869 organized rehabilitation 1 0.00 430.00
3870 long-term resilience 1 0.00 430.00
3871 sustainable urbanization 1 0.00 430.00
3872 priorities 1 0.00 430.00
3873 social meaning 1 0.00 430.00
3874 park management 1 0.00 430.00
3875 high-input agriculture 1 0.00 430.00
3876 maolin national scenic area 1 0.00 430.00
3877 mekong river 1 0.00 430.00
3878 hydropower dams 1 0.00 430.00
3879 constitution-making 1 0.00 430.00
3880 transition initiative 1 0.00 430.00
3881 town and country planning 1 0.00 430.00
3882 eco-cities 1 0.00 430.00
3883 coupled socio-ecological systems 1 0.00 430.00
3884 networks analysis 1 0.00 430.00
3885 community resilience assessment tool 1 0.00 430.00
3886 commercial fishing 1 0.00 430.00
3887 niche construction 1 0.00 430.00
3888 migrant transnationalism 1 0.00 430.00
3889 hometown associations 1 0.00 430.00
3890 rubber 1 0.00 430.00
3891 land systems 1 0.00 430.00
3892 crop-livestock interaction 1 0.00 430.00
3893 chinese investment 1 0.00 430.00
3894 cascading effects 1 0.00 430.00
3895 water sector 1 0.00 430.00
3896 drought risk 1 0.00 430.00
3897 low-income minorities 1 0.00 430.00
3898 water resources 1 0.00 430.00
3899 immigrant communities 1 0.00 430.00
3900 cultures of health 1 0.00 430.00
3901 community-based organizations 1 0.00 430.00
3902 risk preparedness 1 0.00 430.00
3903 hawai’i 1 0.00 430.00
3904 early warning system 1 0.00 430.00
3905 urban policy 1 0.00 430.00
3906 school libraries 1 0.00 430.00
3907 relational capabilities 1 0.00 430.00
3908 weak state 1 0.00 430.00
3909 delta erosion 1 0.00 430.00
3910 criteria and indicators 1 0.00 430.00
3911 femininity 1 0.00 430.00
3912 panhandling 1 0.00 430.00
3913 linguistic landscape 1 0.00 430.00
3914 interactional regime 1 0.00 430.00
3915 parishan wetland 1 0.00 430.00
3916 farm household 1 0.00 430.00
3917 women’s entrepreneurship 1 0.00 430.00
3918 masculinity 1 0.00 430.00
3919 gender theory 1 0.00 430.00
3920 feminist theory 1 0.00 430.00
3921 state–society relations 1 0.00 430.00
3922 new moore island 1 0.00 430.00
3923 local governance 1 0.00 430.00
3924 complementarity 1 0.00 430.00
3925 learning for social resilience 1 0.00 430.00
3926 food literacy and learning 1 0.00 430.00
3927 community and school gardening 1 0.00 430.00
3928 capability development 1 0.00 430.00
3929 public and private agents 1 0.00 430.00
3930 flood management 1 0.00 430.00
3931 sundarban 1 0.00 430.00
3932 alentejo region of portugal 1 0.00 430.00
3933 absorptive capacity 1 0.00 430.00
3934 theodicy 1 0.00 430.00
3935 critical geography 1 0.00 430.00
3936 political-economic patronage 1 0.00 430.00
3937 fisheries based livelihoods 1 0.00 430.00
3938 berau delta 1 0.00 430.00
3939 dehdasht city 1 0.00 430.00
3940 population increase 1 0.00 430.00
3941 philipp ine typhoons 1 0.00 430.00
3942 structural-functionalism 1 0.00 430.00
3943 extreme operating environments 1 0.00 430.00
3944 cooperative banking 1 0.00 430.00
3945 flood risk assessment 1 0.00 430.00
3946 resentment 1 0.00 430.00
3947 flood loss function 1 0.00 430.00
3948 flood damage assessment 1 0.00 430.00
3949 commercial structures 1 0.00 430.00
3950 neoliberalisation 1 0.00 430.00
3951 ideal types 1 0.00 430.00
3952 description/explanation 1 0.00 430.00
3953 urban green space 1 0.00 430.00
3954 stigma reduction 1 0.00 430.00
3955 obesity 1 0.00 430.00
3956 punggawa 1 0.00 430.00
3957 christchurch earthquake 1 0.00 430.00
3958 emergency response 1 0.00 430.00
3959 social participation 1 0.00 430.00
3960 low-income housing 1 0.00 430.00
3961 contractual frameworks 1 0.00 430.00
3962 innovation system 1 0.00 430.00
3963 post-conflict tourism 1 0.00 430.00
3964 transnational space 1 0.00 430.00
3965 rise of china 1 0.00 430.00
3966 ethnic enclave 1 0.00 430.00
3967 chineseness 1 0.00 430.00
3968 chinatown 1 0.00 430.00
3969 futures science 1 0.00 430.00
3970 cynefin framework 1 0.00 430.00
3971 autopoiesis 1 0.00 430.00
3972 traditions 1 0.00 430.00
3973 evolutionary resilience 1 0.00 430.00
3974 small cities 1 0.00 430.00
3975 study abroad 1 0.00 430.00
3976 socio-spatial dialectic 1 0.00 430.00
3977 politics of space 1 0.00 430.00
3978 international migration 1 0.00 430.00
3979 neocolonialism 1 0.00 430.00
3980 interbasin water transfer 1 0.00 430.00
3981 early childhood workforce 1 0.00 430.00
3982 social entrepreneurs 1 0.00 430.00
3983 quota 1 0.00 430.00
3984 demersal 1 0.00 430.00
3985 blue belt 1 0.00 430.00
3986 tourism development 1 0.00 430.00
3987 ethnic community 1 0.00 430.00
3988 mothers 1 0.00 430.00
3989 childcare 1 0.00 430.00
3990 tourism development theory 1 0.00 430.00
3991 resource-oriented tourism 1 0.00 430.00
3992 complex theory 1 0.00 430.00
3993 indonesian women 1 0.00 430.00
3994 east java 1 0.00 430.00
3995 service orchestration 1 0.00 430.00
3996 multi-hazard modeling 1 0.00 430.00
3997 model interoperability 1 0.00 430.00
3998 disaster chain 1 0.00 430.00
3999 tourism sector 1 0.00 430.00
4000 coping mechanism 1 0.00 430.00
4001 urban food system 1 0.00 430.00
4002 trade deals 1 0.00 430.00
4003 trawler 1 0.00 430.00
4004 daily leisure 1 0.00 430.00
4005 f’anp model 1 0.00 430.00
4006 toronto 1 0.00 430.00
4007 the north 1 0.00 430.00
4008 raptors 1 0.00 430.00
4009 blackness 1 0.00 430.00
4010 basketball 1 0.00 430.00
4011 sarpol-e zahab 1 0.00 430.00
4012 locative multi-criteria decision-making (mcdm) model 1 0.00 430.00
4013 factor analysis (fa) 1 0.00 430.00
4014 analytic network process (anp) 1 0.00 430.00
4015 lda topic modeling 1 0.00 430.00
4016 recovery capability 1 0.00 430.00
4017 correlation of vulnerability-resilience 1 0.00 430.00
4018 limits 1 0.00 430.00
4019 facilitators 1 0.00 430.00
4020 conflict-sensitivity 1 0.00 430.00
4021 conflict prevention 1 0.00 430.00
4022 cash and voucher assistance 1 0.00 430.00
4023 urban forest visit motivation scale (ufvms) 1 0.00 430.00
4024 upscaling 1 0.00 430.00
4025 small and medium-sized enterprises 1 0.00 430.00
4026 sweden 1 0.00 430.00
4027 multi-stakeholder approach 1 0.00 430.00
4028 settlement system 1 0.00 430.00
4029 governance quality 1 0.00 430.00
4030 economic structure 1 0.00 430.00
4031 school funding 1 0.00 430.00
4032 private schools 1 0.00 430.00
4033 discourse coalitions 1 0.00 430.00
4034 argumentative discourse analysis 1 0.00 430.00
4035 upper soča valley 1 0.00 430.00
4036 se alps 1 0.00 430.00
4037 north atlantic oscillation 1 0.00 430.00
4038 maximum snow depth 1 0.00 430.00
4039 avalanche 1 0.00 430.00
4040 population movements 1 0.00 430.00
4041 human mobility outcomes 1 0.00 430.00
4042 collapse 1 0.00 430.00
4043 citation analysis 1 0.00 430.00
4044 kerala 1 0.00 430.00
4045 farmer motivations 1 0.00 430.00
4046 farmer decision-making 1 0.00 430.00
4047 dualism 1 0.00 430.00
4048 greek regions 1 0.00 430.00
4049 ehealth 1 0.00 430.00
4050 crops 1 0.00 430.00
4051 taungya 1 0.00 430.00
4052 forest-dependent communities 1 0.00 430.00
4053 capital assets 1 0.00 430.00
4054 russian youth 1 0.00 430.00
4055 cultural narrative 1 0.00 430.00
4056 cultural autonomy 1 0.00 430.00
4057 career choice 1 0.00 430.00
4058 the central plains of china 1 0.00 430.00
4059 carbon and nitrogen 1 0.00 430.00
4060 life course perspective 1 0.00 430.00
4061 bulk stable isotopes 1 0.00 430.00
4062 agricultural land management 1 0.00 430.00
4063 democratic resilience 1 0.00 430.00
4064 organizational 1 0.00 430.00
4065 business practices 1 0.00 430.00
4066 media legitimacy 1 0.00 430.00
4067 intangible assets 1 0.00 430.00
4068 rural health 1 0.00 430.00
4069 local housing policy 1 0.00 430.00
4070 islamic state 1 0.00 430.00
4071 solastalgia 1 0.00 430.00
4072 arima model 1 0.00 430.00
4073 crises entanglements 1 0.00 430.00
4074 yellow river 1 0.00 430.00
4075 iea 1 0.00 430.00
4076 farmer household 1 0.00 430.00
4077 extreme heat 1 0.00 430.00
4078 arizona 1 0.00 430.00
4079 sustainable food system 1 0.00 430.00
4080 local food system 1 0.00 430.00
4081 food policy 1 0.00 430.00
4082 collective change 1 0.00 430.00
4083 evacuation shelter 1 0.00 430.00
4084 tehran metropolis 1 0.00 430.00
4085 suhi 1 0.00 430.00
4086 land cover changes 1 0.00 430.00
4087 ca-markov 1 0.00 430.00
4088 ordinary least squares regression analysis 1 0.00 430.00
4089 geographical weighted regression analysis 1 0.00 430.00
4090 structural dynamics 1 0.00 430.00
4091 rural residents 1 0.00 430.00
4092 horizons of coping 1 0.00 430.00
4093 immigrant-serving organizations 1 0.00 430.00
4094 integration and migration 1 0.00 430.00
4095 voluntary sector 1 0.00 430.00
4096 middle yellow river 1 0.00 430.00
4097 late neolithic 1 0.00 430.00
4098 dahecun site 1 0.00 430.00
4099 urban scale effect 1 0.00 430.00
4100 technological innovation effect 1 0.00 430.00
4101 spatial instrumental variable method 1 0.00 430.00
4102 college 1 0.00 430.00
4103 flood warning 1 0.00 430.00
4104 street-level bureaucracies 1 0.00 430.00
4105 urban canada 1 0.00 430.00
4106 service hub 1 0.00 430.00
4107 regeneration strategies 1 0.00 430.00
4108 social aspect 1 0.00 430.00
4109 flexibility 1 0.00 430.00
4110 drainage system 1 0.00 430.00
4111 value systems 1 0.00 430.00
4112 stakeholder values 1 0.00 430.00
4113 multisector stakeholders 1 0.00 430.00
4114 ridge regression analysis 1 0.00 430.00
4115 high-speed railway 1 0.00 430.00
4116 systemic approach 1 0.00 430.00
4117 goaf site 1 0.00 430.00
4118 sociospatial organization 1 0.00 430.00
4119 heliópolis 1 0.00 430.00
4120 the regional disaster resilience model 1 0.00 430.00
4121 technique for order preference by similarity to an ideal solution (topsis) method 1 0.00 430.00
4122 flood disaster resilience 1 0.00 430.00
4123 bosnia 1 0.00 430.00
4124 survey data 1 0.00 430.00
4125 wool production 1 0.00 430.00
4126 western australia 1 0.00 430.00
4127 engineering resilience 1 0.00 430.00
4128 global value chain (gvc) 1 0.00 430.00
4129 critical success factors (csfs) 1 0.00 430.00
4130 change framework 1 0.00 430.00
4131 urban farmers 1 0.00 430.00
4132 climate-smart agriculture 1 0.00 430.00
4133 harmful algal blooms 1 0.00 430.00
4134 fisheries science and management 1 0.00 430.00
4135 r&d 1 0.00 430.00
4136 g7 1 0.00 430.00
4137 south america 1 0.00 430.00
4138 fish sanctuary 1 0.00 430.00
4139 fishermen’ perception 1 0.00 430.00
4140 tephra 1 0.00 430.00
4141 anp-entropy weight-fuzzy evaluation model 1 0.00 430.00
4142 societal impacts 1 0.00 430.00
4143 principal components analysis 1 0.00 430.00
4144 critical success factors 1 0.00 430.00
4145 and developed and developing countries 1 0.00 430.00
4146 health incidents 1 0.00 430.00
4147 regional disaster resilience 1 0.00 430.00
4148 ordination analysis 1 0.00 430.00
4149 rock-shelter 1 0.00 430.00
4150 impact of sanctuary 1 0.00 430.00
4151 cerro blanco volcanic complex 1 0.00 430.00
4152 destination 1 0.00 430.00
4153 thunder god mountain hospital 1 0.00 430.00
4154 organizational collaboration 1 0.00 430.00
4155 complex network 1 0.00 430.00
4156 compounding 1 0.00 430.00
4157 cascading 1 0.00 430.00
4158 tenualosa ilisha 1 0.00 430.00
4159 islamic populism 1 0.00 430.00
4160 hegemony 1 0.00 430.00
4161 common sense 1 0.00 430.00
4162 online teaching 1 0.00 430.00
4163 needs 1 0.00 430.00
4164 host society 1 0.00 430.00
4165 mobilities bangladesh 1 0.00 430.00
4166 environmental and climate change 1 0.00 430.00
4167 safe areas 1 0.00 430.00
4168 mobile application 1 0.00 430.00
4169 earthquake kit 1 0.00 430.00
4170 wildland-urban interface 1 0.00 430.00
4171 wildfires 1 0.00 430.00
4172 galicia 1 0.00 430.00
4173 the yangtze river economic belt 1 0.00 430.00
4174 spatial-temporal differentiation 1 0.00 430.00
4175 geographical detector 1 0.00 430.00
4176 exploratory spatial data analysis 1 0.00 430.00
4177 water landscapes management 1 0.00 430.00
4178 river contracts 1 0.00 430.00
4179 small scale 1 0.00 430.00
4180 marine fishers 1 0.00 430.00
4181 teaching profession 1 0.00 430.00
4182 construal level theory 1 0.00 430.00
4183 geographical proximity 1 0.00 430.00
4184 liwc 1 0.00 430.00
4185 archipelago 1 0.00 430.00
4186 d numbers 1 0.00 430.00
4187 rural sector 1 0.00 430.00
4188 multidimensional poverty 1 0.00 430.00
4189 digital mobilization 1 0.00 430.00
4190 agrarian politics 1 0.00 430.00
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4402 yujiacun village (于家村) | 1 |0. 0 | 30.00 |
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4767 citation link 1 0.00 430.00
4768 commodity indigenisation 1 0.00 430.00
4769 commodities 1 0.00 430.00
4770 carbon offsetting 1 0.00 430.00
4771 carbon accounting 1 0.00 430.00
4772 text mining 1 0.00 430.00
4773 territorial 1 0.00 430.00
4774 spatial 1 0.00 430.00
4775 place-based policies 1 0.00 430.00
4776 roadblocks 1 0.00 430.00
4777 extreme floods 1 0.00 430.00
4778 native americans 1 0.00 430.00
4779 federal government 1 0.00 430.00
4780 pragmatism 1 0.00 430.00
4781 inferentialism 1 0.00 430.00
4782 gendered vulnerability 1 0.00 430.00
4783 gender-based livelihood vulnerability index (glvi) 1 0.00 430.00
4784 the lower yellow river floodplain 1 0.00 430.00
4785 spatiotemporal pattern 1 0.00 430.00
4786 good urban governance 1 0.00 430.00
4787 participatory governance 1 0.00 430.00
4788 linguistic perfectionism 1 0.00 430.00
4789 site selection 1 0.00 430.00
4790 comparative analysis 1 0.00 430.00
4791 chengdu 1 0.00 430.00
4792 beijing 1 0.00 430.00
4793 influencing criteria 1 0.00 430.00
4794 danp method 1 0.00 430.00
4795 spatiotemporal analysis 1 0.00 430.00
4796 haifa 1 0.00 430.00
4797 voluntary standards 1 0.00 430.00
4798 sustainability standards 1 0.00 430.00
4799 opacity 1 0.00 430.00
4800 issue 1 0.00 430.00
4801 corporate sustainability 1 0.00 430.00
4802 certification 1 0.00 430.00
4803 fire hazard 1 0.00 430.00
4804 egypt 1 0.00 430.00
4805 c-t 1 0.00 430.00
4806 sarawak 1 0.00 430.00
4807 information-sharing 1 0.00 430.00
4808 information-seeking 1 0.00 430.00
4809 factorial ecology 1 0.00 430.00
4810 socio-spatial structure 1 0.00 430.00
4811 transition period 1 0.00 430.00
4812 cross-section analysis 1 0.00 430.00
4813 fluvial landscape evolution 1 0.00 430.00
4814 eastern zhou dynasty 1 0.00 430.00
4815 sdgs no. 9 1 0.00 430.00
4816 public institutional buildings 1 0.00 430.00
4817 building maintenance 1 0.00 430.00
4818 building defects 1 0.00 430.00
4819 shiraz 1 0.00 430.00
4820 densification 1 0.00 430.00
4821 compact development 1 0.00 430.00
4822 counter narratives 1 0.00 430.00
4823 systematic literature review (slr) 1 0.00 430.00
4824 low-income 1 0.00 430.00
4825 emigration 1 0.00 430.00
4826 procedural justice 1 0.00 430.00
4827 normative model 1 0.00 430.00
4828 inmate trust in correctional officers 1 0.00 430.00
4829 importation model 1 0.00 430.00
4830 deprivation model 1 0.00 430.00
4831 latinx 1 0.00 430.00
4832 large group decision-making (lgdm) 1 0.00 430.00
4833 societal smart city 1 0.00 430.00
4834 emergency shelter 1 0.00 430.00
4835 earthquake disaster management 1 0.00 430.00
4836 community transformation 1 0.00 430.00
4837 adaptive-based management 1 0.00 430.00
4838 regional heterogeneity 1 0.00 430.00
4839 obstacle model 1 0.00 430.00
4840 coupling coordination degree model 1 0.00 430.00
4841 tomorrow’s cities 1 0.00 430.00
4842 socio-political components of disaster risk 1 0.00 430.00
4843 istanbul 1 0.00 430.00
4844 mediterranean agriculture 1 0.00 430.00
4845 introduction of capitalism 1 0.00 430.00
4846 pro-environmental behavior 1 0.00 430.00
4847 categorical pca 1 0.00 430.00
4848 uzbekistan 1 0.00 430.00
4849 sustainability assessment 1 0.00 430.00
4850 social perception 1 0.00 430.00
4851 urban innovation 1 0.00 430.00
4852 time-varying did model 1 0.00 430.00
4853 hsr 1 0.00 430.00
4854 integrated community disaster management 1 0.00 430.00
4855 local participation 1 0.00 430.00
4856 buzzword 1 0.00 430.00
4857 urban climate disaster 1 0.00 430.00
4858 sama bajo 1 0.00 430.00
4859 covid 19 1 0.00 430.00
4860 and adaptation 1 0.00 430.00
4861 theory of planned behavior 1 0.00 430.00
4862 flood disasters 1 0.00 430.00
4863 epidemic simulation 1 0.00 430.00
4864 epidemic response policy 1 0.00 430.00
4865 urban resilience system 1 0.00 430.00
4866 coupling degree 1 0.00 430.00
4867 economic inclusion 1 0.00 430.00
4868 coordination degree 1 0.00 430.00
4869 chengdu–chongqing urban agglomeration 1 0.00 430.00
4870 “economy–emotion–place” framework 1 0.00 430.00
4871 wechat business 1 0.00 430.00
4872 beiqishui village 1 0.00 430.00
4873 volunteering 1 0.00 430.00
4874 rural identity 1 0.00 430.00
4875 entrepreneurialism 1 0.00 430.00
4876 palaeoenvironmental reconstruction 1 0.00 430.00
4877 mixed millet-rice farming 1 0.00 430.00
4878 austronesian expansion 1 0.00 430.00
4879 digital activism 1 0.00 430.00
4880 poverty-stricken population 1 0.00 430.00
4881 urban food production 1 0.00 430.00
4882 transition experiments 1 0.00 430.00
4883 spatial transformation 1 0.00 430.00
4884 spatial proximity 1 0.00 430.00
4885 relative proximity 1 0.00 430.00
4886 edible city 1 0.00 430.00
4887 environmental performance 1 0.00 430.00
4888 environmental penalties 1 0.00 430.00
4889 environmental footprint 1 0.00 430.00
4890 fishery social science 1 0.00 430.00
4891 fishery management 1 0.00 430.00
4892 cross-cultural experiences 1 0.00 430.00
4893 chinese international students 1 0.00 430.00
4894 cannabis use 1 0.00 430.00
4895 acculturation 1 0.00 430.00
4896 mindfulness infrastructure 1 0.00 430.00
4897 effective safety culture 1 0.00 430.00
4898 seafood processing 1 0.00 430.00
4899 seemingly unrelated regression 1 0.00 430.00
4900 global industry 1 0.00 430.00
4901 labour geography 1 0.00 430.00
4902 neolithic 1 0.00 430.00
4903 sustainable ecosystem management 1 0.00 430.00
4904 global city 1 0.00 430.00
4905 new southbound policy 1 0.00 430.00
4906 destination management 1 0.00 430.00
4907 ‘danubian neolithic world’ 1 0.00 430.00
4908 social and demographic changes 1 0.00 430.00
4909 rondels 1 0.00 430.00
4910 palynology 1 0.00 430.00
4911 ceremonial centre 1 0.00 430.00
4912 outsourcing 1 0.00 430.00
4913 central europe 1 0.00 430.00
4914 socio-economic development 1 0.00 430.00
4915 international agreements 1 0.00 430.00
4916 institutional design 1 0.00 430.00
4917 community-centered governance 1 0.00 430.00
4918 small town, migration 1 0.00 430.00
4919 settlement experience 1 0.00 430.00
4920 ethnic minority 1 0.00 430.00
4921 state capacity 1 0.00 430.00
4922 protection motivation 1 0.00 430.00
4923 archaeological site data 1 0.00 430.00
4924 community action 1 0.00 430.00
4925 praxis 1 0.00 430.00
4926 experience 1 0.00 430.00
4927 difference 1 0.00 430.00
4928 allyship 1 0.00 430.00
4929 water wars 1 0.00 430.00
4930 water peace 1 0.00 430.00
4931 water justice 1 0.00 430.00
4932 climate conflict 1 0.00 430.00
4933 entropy method 1 0.00 430.00
4934 minqin oasis 1 0.00 430.00
4935 physical resilience 1 0.00 430.00
4936 financial resilience 1 0.00 430.00
4937 collective actions 1 0.00 430.00
4938 sustainable management 1 0.00 430.00
4939 sustainability components 1 0.00 430.00
4940 smallholder persistence 1 0.00 430.00
4941 rice 1 0.00 430.00
4942 crop management 1 0.00 430.00
4943 central plains 1 0.00 430.00
4944 relational 1 0.00 430.00
4945 kenya coast 1 0.00 430.00
4946 shelled molluscs 1 0.00 430.00
4947 feminized ethics of care 1 0.00 430.00
4948 industrial agglomeration 1 0.00 430.00
4949 coupling 1 0.00 430.00
4950 forest management 1 0.00 430.00
4951 forest landscape 1 0.00 430.00
4952 welfare crises 1 0.00 430.00
4953 vietnam’s industrial zones 1 0.00 430.00
4954 tình cảm 1 0.00 430.00
4955 gendered morality 1 0.00 430.00
4956 transportation firms 1 0.00 430.00
4957 broad money growth 1 0.00 430.00
4958 sustainable performance 1 0.00 430.00
4959 sustainable outcomes 1 0.00 430.00
4960 innovative response 1 0.00 430.00
4961 exogenous shock 1 0.00 430.00
4962 sba loans 1 0.00 430.00
4963 disaster assistance 1 0.00 430.00
4964 inflation 1 0.00 430.00
4965 gdp growth 1 0.00 430.00
4966 analytic hierarchy process (ahp) 1 0.00 430.00
4967 coastal region of bangladesh 1 0.00 430.00
4968 societal attributes 1 0.00 430.00
4969 catastrophe progression method 1 0.00 430.00
4970 fuzzy delphi method 1 0.00 430.00
4971 evaluation factor 1 0.00 430.00
4972 tidal flooding 1 0.00 430.00
4973 abrasion 1 0.00 430.00
4974 stay-behind wives 1 0.00 430.00
4975 western tripolye culture 1 0.00 430.00
4976 quantification 1 0.00 430.00
4977 paula gheorghiade and vaiva vasiliauskaite are first authors 1 0.00 430.00
4978 entropy 1 0.00 430.00
4979 crete 1 0.00 430.00
4980 ceramic datasets 1 0.00 430.00
4981 super crises 1 0.00 430.00
4982 post-truth era 1 0.00 430.00
4983 polycentric governance 1 0.00 430.00
4984 new normal 1 0.00 430.00
4985 west indies 1 0.00 430.00
4986 stabroek 1 0.00 430.00
4987 colonial history 1 0.00 430.00
4988 british guiana 1 0.00 430.00
4989 multi-criteria decision-making 1 0.00 430.00
4990 water resource protection area 1 0.00 430.00
4991 riverine city 1 0.00 430.00
4992 presentism 1 0.00 430.00
4993 archaeodemography 1 0.00 430.00
4994 agricultural spread 1 0.00 430.00
4995 masculine identity 1 0.00 430.00
4996 african identity 1 0.00 430.00
4997 transmission 1 0.00 430.00
4998 home-based work trips (hbw) 1 0.00 430.00
4999 wheat 1 0.00 430.00
5000 innovations 1 0.00 430.00
5001 myopia 1 0.00 430.00
5002 aid effectiveness 1 0.00 430.00
5003 imaginary crisis 1 0.00 430.00
5004 future literacy 1 0.00 430.00
5005 urban recovery 1 0.00 430.00
5006 spatio-temporal patterns 1 0.00 430.00
5007 transformative potential 1 0.00 430.00
5008 community initiatives 1 0.00 430.00
5009 boundary organizations 1 0.00 430.00
5010 personalising risk 1 0.00 430.00
5011 transportation systems resilience 1 0.00 430.00
5012 mobility vulnerability 1 0.00 430.00
5013 asset management 1 0.00 430.00
5014 rurality 1 0.00 430.00
5015 agential realism 1 0.00 430.00
5016 social turbulence 1 0.00 430.00
5017 disruptions 1 0.00 430.00
5018 co-citations 1 0.00 430.00
5019 bibliographic coupling 1 0.00 430.00
5020 welcoming spaces 1 0.00 430.00
5021 non-urban areas 1 0.00 430.00
5022 performance management 1 0.00 430.00
5023 chinese media 1 0.00 430.00
5024 venice 1 0.00 430.00
5025 severe drought 1 0.00 430.00
5026 lakes 1 0.00 430.00
5027 extreme climate 1 0.00 430.00
5028 ecosystem shifts 1 0.00 430.00
5029 civilization collapse 1 0.00 430.00
5030 microscale 1 0.00 430.00
5031 hotspots 1 0.00 430.00
5032 earthquake vulnerability index 1 0.00 430.00
5033 temporary appropriation 1 0.00 430.00
5034 industrial structure rationalization 1 0.00 430.00
5035 workforce 1 0.00 430.00
5036 local planning 1 0.00 430.00
5037 female migrants 1 0.00 430.00
5038 aged care 1 0.00 430.00
5039 social governance 1 0.00 430.00
5040 rural specialization 1 0.00 430.00
5041 rural differentiation 1 0.00 430.00
5042 rural development transformation 1 0.00 430.00
5043 ruiling village 1 0.00 430.00
5044 actor-network theory (ant) 1 0.00 430.00
5045 urban indigenous 1 0.00 430.00
5046 industrial structure upgrading 1 0.00 430.00
5047 spatio-temporal changes 1 0.00 430.00
5048 dbric 1 0.00 430.00
5049 contextualized assessment 1 0.00 430.00
5050 urban scale 1 0.00 430.00
5051 flus 1 0.00 430.00
5052 liberalism 1 0.00 430.00
5053 trajectory simulation 1 0.00 430.00
5054 citizens’ perception 1 0.00 430.00
5055 site formation process 1 0.00 430.00
5056 wangchenggang site 1 0.00 430.00
5057 yangshao period 1 0.00 430.00
5058 qualitative method 1 0.00 430.00
5059 post-collapse 1 0.00 430.00
5060 americas 1 0.00 430.00
5061 student 1 0.00 430.00
5062 social cultural environment 1 0.00 430.00
5063 lecturer 1 0.00 430.00
5064 site-specific dance 1 0.00 430.00
5065 performative practices 1 0.00 430.00
5066 embodied memory 1 0.00 430.00
5067 community-based methodology 1 0.00 430.00
5068 public service media 1 0.00 430.00
5069 online news 1 0.00 430.00
5070 regional pattern 1 0.00 430.00
5071 jilin province 1 0.00 430.00
5072 entropy weight method 1 0.00 430.00
5073 public sphere 1 0.00 430.00
5074 political economy of communication 1 0.00 430.00
5075 platform economy 1 0.00 430.00
5076 digital news 1 0.00 430.00
5077 computational methods 1 0.00 430.00
5078 art 1 0.00 430.00
5079 forest 1 0.00 430.00
5080 te taiao 1 0.00 430.00
5081 international academics 1 0.00 430.00
5082 inter-party competition 1 0.00 430.00
5083 greens 1 0.00 430.00
5084 unsettled 1 0.00 430.00
5085 plausible 1 0.00 430.00
5086 imagined futures 1 0.00 430.00
5087 gen z college students 1 0.00 430.00
5088 cultural repertoires 1 0.00 430.00
5089 japanese exclusionism 1 0.00 430.00
5090 integration experiences 1 0.00 430.00
5091 emergency warnings 1 0.00 430.00
5092 institutional internationalization 1 0.00 430.00
5093 aspirations 1 0.00 430.00
5094 volcanic risk perceptions 1 0.00 430.00
5095 ethnovolcanology 1 0.00 430.00
5096 cordón caulle 1 0.00 430.00
5097 official broadcasts 1 0.00 430.00
5098 multiplex social networks 1 0.00 430.00
5099 informal contagion 1 0.00 430.00
5100 depth-damage curve 1 0.00 430.00
5101 digital ethnography 1 0.00 430.00
5102 adult literacy 1 0.00 430.00
5103 affordances 1 0.00 430.00
5104 workspace 1 0.00 430.00
5105 workplace 1 0.00 430.00
5106 working from home 1 0.00 430.00
5107 trends 1 0.00 430.00
5108 socio-spatial 1 0.00 430.00
5109 office 1 0.00 430.00
5110 hybrid work 1 0.00 430.00
5111 architectural layout 1 0.00 430.00
5112 microclimate simulation 1 0.00 430.00
5113 gentrification nodes 1 0.00 430.00
5114 climate comfort 1 0.00 430.00
5115 community mobilization 1 0.00 430.00
5116 wealth portfolio 1 0.00 430.00
5117 subjective material well-being 1 0.00 430.00
5118 capacities 1 0.00 430.00
5119 kashmir himalaya 1 0.00 430.00
5120 dal lake 1 0.00 430.00
5121 teacher training 1 0.00 430.00
5122 discriminatory 1 0.00 430.00
5123 emon 1 0.00 430.00
5124 image analysis 1 0.00 430.00
5125 sars-cov-2 1 0.00 430.00
5126 eco-island 1 0.00 430.00
5127 nenemo 1 0.00 430.00
5128 conflict resolution 1 0.00 430.00
5129 theoretical-empirical approach 1 0.00 430.00
5130 principal resilience 1 0.00 430.00
5131 instrument validation 1 0.00 430.00
5132 wastewater treatment 1 0.00 430.00
5133 rural yangtze delta 1 0.00 430.00
5134 hydrosocial territory 1 0.00 430.00
5135 people-place relationships 1 0.00 430.00
5136 social signs 1 0.00 430.00
5137 green alleys 1 0.00 430.00
5138 university freshmen 1 0.00 430.00
5139 effectiveness evaluation 1 0.00 430.00
5140 adventure education 1 0.00 430.00
5141 research scaffolding 1 0.00 430.00
5142 methods 1 0.00 430.00
5143 decolonizing sociology 1 0.00 430.00
5144 mountain economy 1 0.00 430.00
5145 party politics 1 0.00 430.00
5146 prague 1 0.00 430.00
5147 informal education 1 0.00 430.00
5148 stem/steam 1 0.00 430.00
5149 orders of worth 1 0.00 430.00
5150 cultural discourse 1 0.00 430.00
5151 sustainable development agenda 1 0.00 430.00
5152 sdg 9 1 0.00 430.00
5153 sdg 7 1 0.00 430.00
5154 energy communities 1 0.00 430.00
5155 citizen-led action 1 0.00 430.00
5156 social climate science 1 0.00 430.00
5157 science–policy interface 1 0.00 430.00
5158 positive tipping 1 0.00 430.00
5159 socioeconomic drought 1 0.00 430.00
5160 shannon entropy 1 0.00 430.00
5161 hydrological drought 1 0.00 430.00
5162 mistrust 1 0.00 430.00
5163 may 2021 gaza war 1 0.00 430.00
5164 hamas 1 0.00 430.00
5165 fractured identity 1 0.00 430.00
5166 translocal livelihoods 1 0.00 430.00
5167 environmental risk management 1 0.00 430.00
5168 child wellbeing 1 0.00 430.00
5169 aquatic marine fish production 1 0.00 430.00
5170 co2 emission 1 0.00 430.00
5171 transformative change 1 0.00 430.00
5172 international students 1 0.00 430.00
5173 chinese language learning 1 0.00 430.00
5174 health system resilience 1 0.00 430.00
5175 participatory gis 1 0.00 430.00
5176 indigenous planning 1 0.00 430.00
5177 “window” data 1 0.00 430.00
5178 k-means clustering 1 0.00 430.00
5179 urban futures 1 0.00 430.00
5180 speculative political ecologies 1 0.00 430.00
5181 gulf migration 1 0.00 430.00
5182 voting behaviour 1 0.00 430.00
5183 subjective social status 1 0.00 430.00
5184 status expectations 1 0.00 430.00
5185 status decline 1 0.00 430.00
5186 radical right 1 0.00 430.00
5187 transnational livelihood 1 0.00 430.00
5188 migrant indebtedness 1 0.00 430.00
5189 indian diaspora 1 0.00 430.00
5190 periurban 1 0.00 430.00
5191 basic service delivery 1 0.00 430.00
5192 employment-related measures 1 0.00 430.00
5193 studies of governmentality 1 0.00 430.00
5194 profession 1 0.00 430.00
5195 frames 1 0.00 430.00
5196 competitive product 1 0.00 430.00
5197 state-centric 1 0.00 430.00
5198 national oil companies 1 0.00 430.00
5199 market-centric 1 0.00 430.00
5200 energy resilience 1 0.00 430.00
5201 energy governance 1 0.00 430.00
5202 critical education 1 0.00 430.00
5203 working time 1 0.00 430.00
5204 afro-colombian education 1 0.00 430.00
5205 slow tourism 1 0.00 430.00
5206 revisit intention 1 0.00 430.00
5207 lifestyle 1 0.00 430.00
5208 involvement 1 0.00 430.00
5209 environmental concern 1 0.00 430.00
5210 cultural interests 1 0.00 430.00
5211 cittaslow 1 0.00 430.00
5212 script adaptation 1 0.00 430.00
5213 labour relations 1 0.00 430.00
5214 rapid climate changes 1 0.00 430.00
5215 digital placemaking 1 0.00 430.00
5216 neolithisation 1 0.00 430.00
5217 little ice age 1 0.00 430.00
5218 8.2 ka climate event 1 0.00 430.00
5219 user-generated content 1 0.00 430.00
5220 spatial turn 1 0.00 430.00
5221 spatial discourse 1 0.00 430.00
5222 peripheries 1 0.00 430.00
5223 google maps 1 0.00 430.00
5224 commenting platforms 1 0.00 430.00
5225 visual sociology 1 0.00 430.00
5226 tourism smallholder 1 0.00 430.00
5227 poverty-stricken area 1 0.00 430.00
5228 virtual tours 1 0.00 430.00
5229 sustainability goals 1 0.00 430.00
5230 piperno quarry 1 0.00 430.00
5231 social rights 1 0.00 430.00
5232 normative framework 1 0.00 430.00
5233 luck egalitarianism 1 0.00 430.00
5234 basic service 1 0.00 430.00
5235 livelihood vulnerability index approach 1 0.00 430.00
5236 ying river 1 0.00 430.00
5237 urban social justice 1 0.00 430.00
5238 digital platform 1 0.00 430.00
5239 typology 1 0.00 430.00
5240 urban landscape sustainability 1 0.00 430.00
5241 urban expansion 1 0.00 430.00
5242 indirect impact 1 0.00 430.00
5243 cropland displacement 1 0.00 430.00
5244 urban management 1 0.00 430.00
5245 structural equation modelling (sem) 1 0.00 430.00
5246 partial least squares (pls) 1 0.00 430.00
5247 interoperability 1 0.00 430.00
5248 internet of things 1 0.00 430.00
5249 digital transformation 1 0.00 430.00
5250 urban flood resilience 1 0.00 430.00
5251 ism-anp-topsis model 1 0.00 430.00
5252 technology in healthcare 1 0.00 430.00
5253 social inequalities in health 1 0.00 430.00
5254 issues in research methodology 1 0.00 430.00
5255 risk perception and awareness 1 0.00 430.00
5256 drr/cca approaches 1 0.00 430.00
5257 extreme precipitation 1 0.00 430.00
5258 official response 1 0.00 430.00
5259 spontaneous volunteering 1 0.00 430.00
5260 consolidation potential 1 0.00 430.00
5261 stakeholders’ role 1 0.00 430.00
5262 lombok 1 0.00 430.00
5263 community preparedness 1 0.00 430.00
5264 standards of proof 1 0.00 430.00
5265 health inequalities 1 0.00 430.00
5266 revitalization of idle rural residential land 1 0.00 430.00
5267 land utilization demand 1 0.00 430.00
5268 idle rural residential land 1 0.00 430.00
5269 ventilation corridor 1 0.00 430.00
5270 change resilience 1 0.00 430.00
5271 urban heat island 1 0.00 430.00
5272 least cost path (lcp) 1 0.00 430.00
5273 computational fluid dynamics (cfd) 1 0.00 430.00
5274 vegetable value chain 1 0.00 430.00
5275 interaction 1 0.00 430.00
5276 community level action 1 0.00 430.00
5277 community capitals 1 0.00 430.00
5278 social progress index 1 0.00 430.00
5279 community mapping 1 0.00 430.00
5280 territorial stigmatization 1 0.00 430.00
5281 indexing approach 1 0.00 430.00
5282 shrinking cities 1 0.00 430.00
5283 extraction 1 0.00 430.00
5284 distribution 1 0.00 430.00
5285 crowding out 1 0.00 430.00
5286 just disruption 1 0.00 430.00
5287 sustainable exploitation 1 0.00 430.00
5288 fishing practices 1 0.00 430.00
5289 ecological impacts 1 0.00 430.00
5290 reforms 1 0.00 430.00
5291 women’s leadership 1 0.00 430.00
5292 talent development 1 0.00 430.00
5293 heavy lifter theory 1 0.00 430.00
5294 black women 1 0.00 430.00
5295 water supply system 1 0.00 430.00
5296 seismic resilience 1 0.00 430.00
5297 recovery time 1 0.00 430.00
5298 functionality loss 1 0.00 430.00
5299 different components 1 0.00 430.00
5300 overseas filipinos 1 0.00 430.00
5301 irregular migrants 1 0.00 430.00
5302 luxury capitalism 1 0.00 430.00
5303 behavior change 1 0.00 430.00
5304 gender differences 1 0.00 430.00
5305 advice-giving 1 0.00 430.00
5306 regeneration projects 1 0.00 430.00
5307 agonistic space 1 0.00 430.00
5308 inclusive leisure 1 0.00 430.00
5309 ethical principles 1 0.00 430.00
5310 over-indebtedness 1 0.00 430.00
5311 discursive psychology 1 0.00 430.00
5312 debt advice 1 0.00 430.00
5313 budget and debt counselling 1 0.00 430.00
5314 mediation analysis 1 0.00 430.00
5315 impact of terror 1 0.00 430.00
5316 isfahan 1 0.00 430.00
5317 transboundary river management 1 0.00 430.00
5318 northern thailand 1 0.00 430.00
5319 multiple stakeholders 1 0.00 430.00
5320 urban service areas 1 0.00 430.00
5321 sufficiency 1 0.00 430.00
5322 urban stewardship 1 0.00 430.00
5323 telecommunication 1 0.00 430.00
5324 spatial spillover 1 0.00 430.00
5325 digital village 1 0.00 430.00
5326 farmers’ entrepreneurial dynamism 1 0.00 430.00
5327 rural family resilience 1 0.00 430.00
5328 russian invasion of ukraine 1 0.00 430.00
5329 national library of poland 1 0.00 430.00
5330 spatio-temporal differences 1 0.00 430.00
5331 driving factor analysis 1 0.00 430.00
5332 decomposition of gini coefficient 1 0.00 430.00
5333 city resilience 1 0.00 430.00
5334 wakatobi 1 0.00 430.00
5335 patron-client relationships 1 0.00 430.00
5336 bajau fishers community 1 0.00 430.00
5337 bajau fishermen 1 0.00 430.00
5338 questionnaire 1 0.00 430.00
5339 challenges 1 0.00 430.00
5340 transitions 1 0.00 430.00
5341 psychology 1 0.00 430.00
5342 young muslims 1 0.00 430.00
5343 cve 1 0.00 430.00
5344 vulnerable persons 1 0.00 430.00
5345 societal vulnerability 1 0.00 430.00
5346 social policy practice 1 0.00 430.00
5347 greyfield 1 0.00 430.00
5348 urban transect 1 0.00 430.00
5349 tenure mix 1 0.00 430.00
5350 knowledge-action gaps 1 0.00 430.00
5351 advanced livelihood vulnerability 1 0.00 430.00
5352 swot analysis 1 0.00 430.00
5353 indigenous administrative theory 1 0.00 430.00
5354 emergency management and policy issues 1 0.00 430.00
5355 border zone 1 0.00 430.00
5356 friendship 1 0.00 430.00
5357 sustainability transition 1 0.00 430.00
5358 local adaptation 1 0.00 430.00
5359 co-production of knowledge 1 0.00 430.00
5360 brazil (covid) 1 0.00 430.00
5361 state policy 1 0.00 430.00
5362 paradigm 1 0.00 430.00
5363 triangulation 1 0.00 430.00
5364 phenomenology 1 0.00 430.00
5365 participant-friendly methods 1 0.00 430.00
5366 methodological mosaic 1 0.00 430.00
5367 interdisciplinary qualitative research 1 0.00 430.00
5368 right to health 1 0.00 430.00
5369 accessibility of social rights 1 0.00 430.00
5370 municipalities resilience assessment 1 0.00 430.00
5371 vigilante groups 1 0.00 430.00
5372 continuous improvement 1 0.00 430.00
5373 p/cve 1 0.00 430.00
5374 nordic countries 1 0.00 430.00
5375 dilemmas 1 0.00 430.00
5376 project success 1 0.00 430.00
5377 project management 1 0.00 430.00
5378 lessons learned 1 0.00 430.00
5379 key factors 1 0.00 430.00
5380 environmental efficiency 1 0.00 430.00
5381 health knowledge promotion 1 0.00 430.00
5382 fisheries co-management 1 0.00 430.00
5383 development finance 1 0.00 430.00
5384 catastrophe bonds 1 0.00 430.00
5385 autoconstruction 1 0.00 430.00
5386 user-generated content (ugc) 1 0.00 430.00
5387 time availability 1 0.00 430.00
5388 push-pull-mooring 1 0.00 430.00
5389 multistate survival analysis 1 0.00 430.00
5390 waiting 1 0.00 430.00
5391 strategic interactionist approach 1 0.00 430.00
5392 samoa 1 0.00 430.00
5393 networking 1 0.00 430.00
5394 smart villages 1 0.00 430.00
5395 movement‌
  1
library(openxlsx) 
write.xlsx(df.word_count, "author_keywords_word_count.xlsx", 
           sheetName = "analysis", rowNames = FALSE)
write.csv(df.word_count,file="author_keywords_word_count.csv") 

4.2 Plot

ggplot(df.word_count, aes(x = rank, y = Total)) + 
  geom_point(color = "blue") +
  theme_bw() + 
  labs(x = "Rank", y = "Count", title = "Ranking Distribution for author keywords") +
  theme(legend.position = "top")

As we can see, both in the table and in the graph the most frequent factor **** will appear approximately:

  • 2.35 times more than the factor ****, bearing in mind that, under Zipf’s law, it should theoretically be 2 times more.
  • 2.44 times more than the factor ****, bearing in mind that, under Zipf’s law, it should theoretically be 3 times more.
  • 3.84 times more than the factor ****, bearing in mind that, under Zipf’s law, it should theoretically be 4 times more.
  • 3.91 times more than the factor ****, bearing in mind that, under Zipf’s law, it should theoretically be 5 times more.
  • 5.18 times more than the factor ****, bearing in mind that, under Zipf’s law, it should theoretically be 6 times more.
  • 5.97 times more than the factor ****, bearing in mind that, under Zipf’s law, it should theoretically be 7 times more.
  • 6.32 times more than the factor ****, bearing in mind that, under Zipf’s law, it should theoretically be 8 times more.
  • 6.52 times more than the factor ****, bearing in mind that, under Zipf’s law, it should theoretically be 9 times more.
  • 6.72 times more than the factor ****, bearing in mind that, under Zipf’s law, it should theoretically be 10 times more.
  • 6.94 times more than the factor ****, bearing in mind that, under Zipf’s law, it should theoretically be 11 times more.

The last column of the table above shows the relative errors of each factor. The average of these errors will be the metric we will use to determine if the observed data are close or not to the theoretical data defined by Zipf’s law. The relative error for this blaming will be NA%


5 Initial estimation

This estimation calculate \(x_{min}\), \(\alpha\) and makes CDF and determine minimum \(D\). With poweRlaw functions very easy to achive suggested steps 1-3.

5.0.1 Fit a discrete power law

We can fit a discrete power law (like this) in the usual way:

Valores <- word_count$count
m_pl <- displ$new(Valores)
#m_pl

5.0.2 Estimations: Xmin and \(\alpha\)

5.0.2.1 General

est_pl <- estimate_xmin(m_pl)
est_pl
## $gof
## [1] 0.02180223
## 
## $xmin
## [1] 2
## 
## $pars
## [1] 2.323872
## 
## $ntail
## [1] 1388
## 
## $distance
## [1] "ks"
## 
## attr(,"class")
## [1] "estimate_xmin"
MyLabel <- c("Method", "alfa", "sd_alfa", "Xmin", "sd_xmin", "ntail", "sd_ntail", "Stat", "sd_stat", "P_value")
alfa <-round(est_pl$pars, 3)
sd_alfa<-"NA"
xmin <-round(est_pl$xmin, 3)
sd_xmin <-"NA"
ntail <-round(est_pl$ntail, 3)
sd_ntail <-"NA"
stat <- round(est_pl$gof, 3)
sd_stat <-"NA"
P_value <- "NA"
KS_result <- c("MLE-KS",  alfa , sd_alfa, xmin, sd_xmin, ntail, sd_ntail, stat, sd_stat, P_value)

KS_df <- data.frame(rbind(KS_result))
names(KS_df) <- MyLabel
KS_df
##           Method  alfa sd_alfa Xmin sd_xmin ntail sd_ntail  Stat sd_stat
## KS_result MLE-KS 2.324      NA    2      NA  1388       NA 0.022      NA
##           P_value
## KS_result      NA

5.0.2.2 Complete estimations

m_pl$setXmin(est_pl)
#m_pl

From this results, \(x_{min}=\) 2 and \(\alpha=\) 2.3238724.

6 Investigate goodness of fit

6.0.1 Bootstrapping (case 2)

For this instance, sampling was conducted across no_of_sims= 1,000 bootstraps with threads=8 cores. Here is the output and calculated means and standard deviations:

bs_pl <- bootstrap_p(m_pl, no_of_sims=1000, threads=8, seed = 123)
#threads=core number of processor that used by function
#parallel::detectCores() determines how many cores in your computer
bs_pl

Comments:

\(x_{min}\) search space truncated at 1e+05. You have three options

  1. Increase \(x_{max}\) in estimate_xmins

  2. Specify \(x_{min}\) explicitly

  3. Ignore and hope for the best (which may be OK)

Some of your data is larger than \(x_{max}\). The xmax parameter is the upper bound of the xmin search space. You could try increasing it. If the estimated values are below \(x_{max}\), it’s probably OK not to worry about this. Expected total run time for 1000 sims, using 1 threads is 3.23 seconds.

MyLabel <- c("Method", "alfa", "sd_alfa", "Xmin", "sd_xmin", "ntail", "sd_ntail", "Stat", "sd_stat", "P_value")
alfa <- round(mean(bs_pl$bootstraps[, 3]),3) # Media of pars (es el alfa, exponente)
sd_alfa<-round(sd(bs_pl$bootstraps[, 3]),3) # sd of pars (es el alfa, exponente)
xmin <-round(mean(bs_pl$bootstraps[, 2]),3) # Media of Xmin
sd_xmin <-round(sd(bs_pl$bootstraps[, 2]),3) # sd of Xmin
ntail <-round(mean(bs_pl$bootstraps[, 4]),3) # Media of ntail
sd_ntail <- round(sd(bs_pl$bootstraps[, 4]),3) # sd of ntail
stat <- round(mean(bs_pl$bootstraps[, 1]),3) # Media of gof (es el KS)
sd_stat <- round(sd(bs_pl$bootstraps[, 1]),3) # sd of gof (es el KS)
P_value <- round(bs_pl$p,3)
boot_result <- c("Bootstrapping", alfa , sd_alfa, xmin, sd_xmin, ntail, sd_ntail, stat, sd_stat, P_value)

boot_df <- data.frame(rbind(boot_result))
names(boot_df) <- MyLabel
boot_df
##                    Method  alfa sd_alfa  Xmin sd_xmin    ntail sd_ntail  Stat
## boot_result Bootstrapping 2.325   0.051 2.195   0.565 1304.709  441.476 0.011
##             sd_stat P_value
## boot_result   0.004   0.007

The p-value was calculated where the hypothesis is as follows:

H0: data is generated from a power law distribution

H1: data is not generated from a power law distribution

If P value more than 5% means that null hypothesis cannot be rejected maybe it is a power-law distribution. In this case the generated P value is 0.007, which is high and H0 cannot be rejected at the 5% level of significance. This indicates that we cannot reject the null hypothesis that the data in question follows a power law distribution — i.e. based on this p-value, we are very confident that it does.

Estimation <- data.frame(rbind(KS_df, boot_df))

library(openxlsx) 
write.xlsx(Estimation, "author_keywords_Estimation.xls", 
           sheetName = "results", rowNames = FALSE)
write.csv(Estimation,file="author_keywords_Estimation.csv") 

7 Reference

  1. Arnold, B. C. (1983). Pareto Distributions. International Cooperative Publishing House.

  2. Barndorff-Nielsen, O. E., & Cox, D. R. (1995). Inference and Asymptotics. Chapman and Hall.

  3. Clauset, A., Shalizi, C. R., & Newman, M. E. J. (2009). Power-law distributions in empirical data. SIAM Review, 51(4), 661-703. http://www.jstor.org/stable/25662336

  4. Clauset, A., Young, M., & Gleditsch, K. S. (2007). On the frequency of severe terrorist events. The Journal of Conflict Resolution, 51(1), 58-87. http://www.jstor.org/stable/27638538

  5. Fagan, S., & Gençay, R. (2010). An introduction to textual econometrics. In A. Ullah & D. E. A. Giles (Eds.), Handbook of Empirical Economics and Finance (pp. 133-153). CRC Press. ISBN 9781420070361.

  6. Grünwald, P. D. (2007). The Minimum Description Length Principle. MIT Press.

  7. Handcock, M. S., & Jones, J. H. (2004). Theoretical Population Biology, 65, 413.

  8. Johnson, N. L., Kemp, A. W., & Kotz, S. (2005). Univariate Discrete Distributions (3rd ed.). Wiley.

  9. Kass, R. E., & Raftery, A. E. (1995). Journal of the American Statistical Association, 90, 773.

  10. Press, W. H., Teukolsky, S. A., Vetterling, W. T., & Flannery, B. P. (1992). Numerical Recipes in C: The Art of Scientific Computing (2nd ed.). Cambridge University Press.

  11. Rigby, R. A., Stasinopoulos, D. M., Heller, G. Z., & De Bastiani, F. (2019). Distributions for Modeling Location, Scale, and Shape: Using GAMLSS in R. Chapman and Hall/CRC. doi:10.1201/9780429298547. An older version can be found at https://www.gamlss.com/.

  12. Stone, M. (1974). Journal of the Royal Statistical Society B, 36, 111.

  13. Unnikrishnan Nair, N., Sankaran, P. G., & Balakrishnan, N. (2018). Reliability Modelling and Analysis in Discrete Time. Academic Press. https://doi.org/10.1016/B978-0-12-801913-9.00003-8.

  14. Vuong, Q. H. (1989). Likelihood ratio tests for model selection and non-nested hypotheses. Econometrica, 57(2), 307-333. doi:10.2307/1912557. JSTOR 1912557.

  15. Wasserman, L. (2003). All of Statistics: A Concise Course in Statistical Inference. Springer-Verlag.

  16. Zipf, G. K. (1935). The Psychology of Language. Houghton-Mifflin.

  17. Zipf, G. K. (1949). Human Behavior and the Principle of Least Effort. Addison-Wesley.


  1. Computer Science Department, Old Dominion University, Norfolk VA, USA↩︎